WO2011092628A1 - Method for controlling an apparatus using gestures - Google Patents
Method for controlling an apparatus using gestures Download PDFInfo
- Publication number
- WO2011092628A1 WO2011092628A1 PCT/IB2011/050327 IB2011050327W WO2011092628A1 WO 2011092628 A1 WO2011092628 A1 WO 2011092628A1 IB 2011050327 W IB2011050327 W IB 2011050327W WO 2011092628 A1 WO2011092628 A1 WO 2011092628A1
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- gesture
- radio signals
- varying
- predetermined time
- controller
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Ceased
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/017—Gesture based interaction, e.g. based on a set of recognized hand gestures
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S13/00—Systems using the reflection or reradiation of radio waves, e.g. radar systems; Analogous systems using reflection or reradiation of waves whose nature or wavelength is irrelevant or unspecified
- G01S13/02—Systems using reflection of radio waves, e.g. primary radar systems; Analogous systems
- G01S13/50—Systems of measurement based on relative movement of target
- G01S13/52—Discriminating between fixed and moving objects or between objects moving at different speeds
- G01S13/56—Discriminating between fixed and moving objects or between objects moving at different speeds for presence detection
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S13/00—Systems using the reflection or reradiation of radio waves, e.g. radar systems; Analogous systems using reflection or reradiation of waves whose nature or wavelength is irrelevant or unspecified
- G01S13/88—Radar or analogous systems specially adapted for specific applications
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S7/00—Details of systems according to groups G01S13/00, G01S15/00, G01S17/00
- G01S7/02—Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S13/00
- G01S7/41—Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S13/00 using analysis of echo signal for target characterisation; Target signature; Target cross-section
- G01S7/415—Identification of targets based on measurements of movement associated with the target
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/011—Arrangements for interaction with the human body, e.g. for user immersion in virtual reality
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/011—Arrangements for interaction with the human body, e.g. for user immersion in virtual reality
- G06F3/012—Head tracking input arrangements
Definitions
- Embodiments of the present invention relate to controlling an apparatus using gestures.
- an apparatus comprising: one or more radio transmitters configured to transmit radio signals that are at least partially reflected by a human body;
- one or more radio receivers configured to receive the transmitted radio signals after having been at least partially reflected by a human body of a user; a gesture detector configured to detect a predetermined time-varying modulation that is present in the received radio signals compared to the transmitted radio signals; and a controller configured to interpret the predetermined time-varying modulation as a predetermined user input command and change the operation of the apparatus.
- a gesture recognition engine for a gesture controlled user interface comprising: a radio receiver for receiving radio signals after having been at least partially reflected by a human body gesture; a gesture detector configured to detect a predetermined time-varying modulation that is present in the received radio signals compared to a radio signals before reflection; and an interface for providing the detected predetermined time-varying modulation as an output.
- a method comprising: transmitting radio signals that are at least partially reflected by a human hand; receiving the transmitted radio signals after having been at least partially reflected by a gesturing human hand; detecting a predetermined time-varying modulation, characterizing the gesture, that is present in the received radio signals compared to the transmitted radio signals; and changing the operation of an apparatus in dependence upon the predetermined time-varying modulation.
- an apparatus comprising: a radio transmitter configured to transmit radio signals that are at least partially reflected by a human body; one or more radio receivers configured to receive the transmitted radio signals after having been at least partially reflected by a human body of a user; a gesture detector configured to detect a Doppler frequency shift over time that is present in the received radio signals compared to the transmitted radio signals; and a controller configured to interpret the Doppler frequency shift over time as a predetermined user input command and change the operation of the apparatus.
- Fig 1 schematically illustrates an apparatus that uses radar to detect gestures
- Fig 2 illustrates a suitable platform for providing a gesture detector and a controller using software
- Fig 3 schematically illustrates a gesture recognition engine
- Fig 4 schematically illustrates an exterior of an apparatus
- FIG. 5 schematically illustrates an alternative embodiment of the apparatus .
- Fig 6 schematically illustrates a method.
- FIG. 1 illustrates an apparatus 2 comprising: at least one radio transmitter 4 configured to transmit radio signals 6 that are at least partially reflected by a human body 8; one or more radio receivers 10 configured to receive the transmitted radio signals 6' after having been at least partially reflected by a human body 8 of a user; a gesture detector 12 configured to detect a predetermined time-varying modulation that is present in the received radio signals 6' compared to the transmitted radio signals 6; and a controller 14 configured to interpret the predetermined time-varying modulation as a predetermined user input command and change the operation of the apparatus 2.
- the apparatus 2 is configured to use radar technology to detect a gesture, such as a hand gesture, and to interpret the detected gesture as a user input command. The user is therefore able to control the operation of the apparatus 2 without touching the apparatus 2.
- the radio waves would be microwaves or millimeter waves which are capable of penetrating clothing etc. A user is therefore able to control the operation of the apparatus 2 using a gesture even when the apparatus is stowed out of sight in a pocket or handbag, for example.
- the gesture is typically a non-touching gesture that is a gesture that does not touch the apparatus 2 itself but which involves the movement of all or part of a body.
- a gesture may be a hand gesture which involves the movement of all or part of the hand.
- an apparatus 2 comprising: a radio transmitter 4; a radio receiver 10; a gesture detector 12; and a controller 14.
- the apparatus 2 may be any apparatus that it is desirable to control by user input and in particular non-touching gestures.
- the apparatus 2 may be a hand portable apparatus 2 that is sized to fit in the palm of the hand or a jacket pocket. It may, for example, be a personal electronic device such as a music player, a video player, a mobile cellular telephone, an eBook reader etc.
- the radio transmitter 4 is configured to transmit radio signals 6 that are at least partially reflected by a human body 8.
- the radio signals may, for example, be microwave signals.
- the apparatus may, in some embodiments, be configured to additionally use the radio transmitter 4 for wireless data transmission in addition to the described radar gesture detection.
- the radio receiver 10 is configured to receive radio signals 6' that have been transmitted by the radio transmitter 4 and at least partially reflected by, for example, a hand 8 of a user when it is making a non-touching gesture.
- the radio receiver 10 in this example is fixed relative to the apparatus 2 and does not move or scan in use.
- the reflection of the radio signals 6 off a moving hand 8 imparts a modulation to the radio signals.
- a characteristic or characteristics of the transmitted radio signals vary in time as the gesture varies in time.
- the gesture detector 12 is configured to detect a predetermined time-varying modulation that is present in the received radio signals 6' compared to the transmitted radio signals 6. There may be a number of time-varying modulations apparent in the received signal and at least some will be as a result of external interference.
- the gesture detector 12 is configured to discriminate between the generality of time-varying modulations to identify the predetermined time-varying modulations that correspond to predetermined gestures.
- the gesture detector may, for example, determine from the time varying characteristic or characteristics of the transmitted radio signal one or more time variable parameters that parameterize the gesture that caused the time-varying modulation.
- the parameters may include, for example, kinematic parameters of the gesture such as distance, speed, direction etc.
- the controller 14 is configured to interpret the predetermined time-varying modulation as a predetermined user input command and change the operation of the apparatus 2. The operation of the apparatus 2 is therefore changed without the user touching the apparatus as a result of the gesture.
- the controller 14 may associate in a look-up table predetermined time-varying modulations with predetermined user input commands. .
- the controller receives a predetermined time varying command resulting from a predetermined gesture it uses the look-up table to determine the appropriate user input command in response to the gesture.
- the parameterization of the predetermined time-variable modulations enables the identification of multiple different gestures.
- the associations between predetermined time-varying modulations and predetermined user input commands could be stored while manufacturing the apparatus 2 or transferred to the apparatus 2 using a storage media.
- the apparatus 2 may have a learning mode in which a user teaches various gestures to the apparatus 2 and then program the apparatus 2 to create associations between predetermined time-varying modulations for those gestures and user-defined user input commands.
- a lexicon can be formed where the individual discrete gestures are 'words' and a grammar may be specified that defines the meaningful combinations of words (sentences). Each word and each sentence can produce a different user input command, if required. One user input command may change an application mode or function. Thus a particular gesture may reject an incoming telephone call and another gesture may answer the call. The user may be able to control the apparatus 2 directly without the need for a graphical user interface or a display at the apparatus 2.
- Another user input command may control a user interface of the apparatus 2 and in particular user output devices such as a loudspeaker or a display, for example.
- the user interface may, for example, be controlled to change how content is presented to a user.
- a gesture may increase audio output volume and another gesture may decrease audio output volume.
- the user input commands are the opposite of each other, it may be preferable if the gestures that effect those commands were also in an opposite sense to each other.
- a gesture may zoom-in on information displayed on a display and another gesture may zoom-out.
- the user input commands are the opposite of each other, it may be preferable if the gestures that effect those commands were also in an opposite sense to each other.
- a gesture may scroll information in a display up (or left) and another gesture may scroll information in a display down (or right).
- the user input commands are the opposite of each other, it may be preferable if the gestures that effect those commands were also in an opposite sense to each other. It is stated above that the reflection of the radio signals 6 off a moving hand 8 imparts a modulation to the radio signals- a characteristic or characteristics of the transmitted radio signals that varies in time as the gesture varies in time.
- the gesture detector 12 comprises a Doppler radar detector configured to determine a frequency difference between the carrier frequency of received radio signals 6' and the carrier frequency of transmitted radio signals 6.
- the Doppler radar does not have to be on continuously and may be pulsed to save power.
- the gesture detector 12 determines from the time varying characteristic (frequency) of the transmitted radio signal one or more time variable parameters (speed, direction) that parameterize the gesture that caused the time-varying modulation.
- the Doppler effect also causes a frequency shift in the periodic time signature.
- the time signature may, for example, be a periodic variation in amplitude (pulsed Doppler or pulsed Ultra wideband) or a periodic variation in frequency (Frequency Modulated Continuous wave). If the hand 8 is moving towards the radio receiver 10 the period between signatures decreases and if the hand 8 is moving away from the receiver the period between signatures increases.
- the gesture detector 12 comprises circuitry configured to measure the period between signatures.
- the gesture detector 12 may determine from the time varying characteristic (period) of the transmitted radio signal one or more time variable parameters (speed, direction) that parameterize the gesture that caused the time-varying modulation.
- the gesture detector 12 may additionally comprise circuitry configured to measure the interval between the transmission of a signature and its reception.
- the gesture detector 12 determines from the time varying characteristic (interval) of the transmitted radio signal one or more time variable parameters (distance) that parameterize the gesture that caused the time-varying modulation. This may conveniently be used as a 'gate' i.e. to accept as valid only gestures (and their time varying frequency shift) that are within a certain range from the apparatus 2.
- the power of the received reflected signals may give an indication of the range or distance of the gesture, or the size of the reflecting object.
- the gesture detector 12 comprises circuitry configured to measure the power difference between transmission and reception.
- the controller 14 may determine whether a gesture is valid based on the received power. For example, the controller 14 may convert the power difference to a distance, or to the size of the reflecting object generating the gesture.
- the distance or size is not typically used by itself as a parameter but it may be used to determine when other parameters such as speed and direction are valid. For example, there may be a valid range of distances (i.e.
- WO 01 /16554 discloses how rotation can be detected using l/Q demodulated Doppler radars. Rotation could therefore additionally be used as a parameter for defining a gesture.
- Fig 2 illustrates a suitable platform for providing the gesture detector 12 and the controller 14 using software.
- the gesture detector 12 and/or the controller 14 may be implemented using instructions that enable hardware functionality, for example, by using executable computer program instructions in a general-purpose or special- purpose processor that may be stored on a computer readable storage medium (disk, memory etc) to be executed by such a processor.
- a general-purpose or special- purpose processor may be stored on a computer readable storage medium (disk, memory etc) to be executed by such a processor.
- a processor 20 is configured to read from and write to the memory 22.
- the processor 20 may also comprise an output interface via which data and/or commands are output by the processor 20 and an input interface via which data and/or commands are input to the processor 20.
- the memory 22 stores a computer program 24 comprising computer program instructions that control the operation of the gesture detector 12 and possibly the apparatus 2 when loaded into the processor 20 and/or stores a computer program 26 comprising computer program instructions that control the operation of the controller 14 and possibly the apparatus 2 when loaded into the processor 20.
- the computer program instructions provide the logic and routines that enables the apparatus to perform the methods illustrated in Figure 6.
- the processor 20 by reading the memory 22 is able to load and execute the computer program 24, 26.
- the computer program(s) may arrive at the apparatus 2 via any suitable delivery mechanism 28.
- the delivery mechanism 28 may be, for example, a computer-readable storage medium, a computer program product, a memory device, a record medium such as a CD-ROM or DVD, an article of
- the delivery mechanism may be a signal configured to reliably transfer the computer program over the air or via an electrical connection.
- the apparatus 2 may propagate or transmit the computer program as a computer data signal.
- the memory 22 is illustrated as a single component it may be implemented as one or more separate components some or all of which may be integrated/removable and/or may provide permanent/semi-permanent/ dynamic/cached storage. References to 'computer-readable storage medium', 'computer program product', 'tangibly embodied computer program' etc. or a 'controller',
- 'computer', 'processor' etc. should be understood to encompass not only computers having different architectures such as single /multi- processor architectures and sequential (Von Neumann)/parallel architectures but also specialized circuits such as field-programmable gate arrays (FPGA), application specific circuits (ASIC), signal processing devices and other devices.
- References to computer program, instructions, code etc. should be understood to encompass software for a programmable processor or firmware such as, for example, the programmable content of a hardware device whether instructions for a processor, or configuration settings for a fixed- function device, gate array or programmable logic device etc.
- the apparatus 2 may comprise at least one processor 20 and at least one memory 22 including computer program code 24, the at least one memory 22 and the computer program code 24 configured to, with the at least one processor provide the gesture detector 12.
- the apparatus 2 may comprise at least one processor 20 and at least one memory 22 including computer program code 26, the at least one memory 22 and the computer program code 26 configured to, with the at least one processor provide the controller 14.
- the gesture detector 12 and the controller 14 may be provided by the same software application or by different software applications 24, 26 concurrently running on the same processor or processors.
- Fig 3 schematically illustrates a gesture recognition engine 30 for a gesture controlled user interface.
- the engine 30 comprises: an input interface 36 for connection to a radio receiver 10 for receiving radio signals; a gesture detector 12 configured to detect a predetermined time-varying modulation that is present in the received radio signals compared to reference radio signals; and an output interface 38 for providing the detected predetermined time- varying modulation as an output. It operates in the same manner as the gesture detector 12 described with reference to Figure 1 .
- the time-varying modulation that is present in the received radio signals 6' compared to the reference (transmitted) radio signals 6 is characterized by the radar detector 34. If Doppler radar is used, the characterization may be a frequency shift between the received signals and the transmitted signals.
- the parameterization block 32 may determine from the time varying characteristic or characteristics one or more time variable parameters that parameterize the gesture that caused the time-varying modulation.
- the parameters may be, for example, kinematic parameters of the gesture such as distance, speed, direction etc
- the engine 30 may be integrated on a chip set and/or a module.
- Fig 4 schematically illustrates an exterior of an apparatus 2.
- the apparatus 2 in this embodiment is a portable apparatus that has a front face 46 comprising a user interface.
- the user interface comprises an audio output port 42 and a display 44.
- the apparatus 2 as illustrated in Figure 1 comprises a radio transmitter 4 and a radio receiver 10. However, as these are generally housed within the exterior of the apparatus 2 and are not visible at the exterior they are illustrated using dotted lines.
- the radio transmitter 4 is configured to produce a directed transmission in which the radio signals predominantly travel outwardly away from and normally to the front face 46 of the apparatus 2.
- the reflected radio signals 6' travel inwardly towards the front face 46.
- the controller 14 may be configured to maintain a correspondence between the time varying nature of the input command and the time varying nature of modulation.
- the controller 14 may be configured to provide a slowly varying and apparently analogue control when the gesture detector 12 detects a slowly moving continuous gesture. For example, if a hand gesture involved moving a hand slowly towards the front face 46, the apparently analogue control may involve slowly reducing the volume of an audio output. For example, if a hand gesture involved moving a hand slowly away from the front face 46, the apparently analogue control may involve slowly increasing the volume of an audio output. Similar control may alternatively be provided instead for zooming in and out or scrolling, for example.
- the controller 14 may be configured to provide a binary two-state control when the gesture detector 12 detects a fast moving gesture. For example, if a hand gesture involved moving a hand quickly towards the front face 46, the binary control may involve muting the volume of an audio output. For example, if a hand gesture involved moving a hand quickly away from the front face 46, the binary control may involve exiting a currently running application.
- Fig 5 schematically illustrates an alternative embodiment of the apparatus 2 that uses reception diversity.
- the apparatus 2 There are a plurality of radio receivers 10.
- Each of the radio receivers 10 receives the radio signals 6' reflected off the gesturing hand 8.
- the gesture detector 12 is configured to detect separately, for each of the plurality of receivers 10, a predetermined time-varying modulation that is present in the received radio signals compared to the transmitted radio signals.
- the controller 14 is configured to interpret the combination of predetermined time-varying modulations associated with the respective radio receivers as a predetermined user input command and change the operation of the apparatus.
- the gesture detector 12 may parameterize each of the predetermined time-varying modulations into kinematic parameters such as distance, direction, speed etc.
- the controller 14 may use a knowledge of the relative positions of the radio receivers 10 and the kinematic parameters determined for each receiver to resolve the position and velocity of the hand in two or three dimensions. This may, for example, enable the disambiguation of a clockwise rotating gesture from an anti-clockwise rotating gesture.
- the algorithms for trilateration and angle-of-arrival are well documented in the available literature and may be used to position the hand at each moment in time. In this way, quite complex gestures that involve movement in three dimensions may be detected and used as user input commands.
- each radio receiver 10 can point at the same angle or at different angles / directions.
- Fig 6 schematically illustrates a method 50 comprising:
- the method may also comprise determining one or more kinematic parameters that parameterize a gesture that causes the predetermined time- varying modulation, as described above.
- the method may also comprise other features that have been described previously with respect to operation of the apparatus 2.
- Gesture detector 12 reads radar input from radio receiver 10
- Controller 14 adds the radar velocity input to a data buffer, and calculates mean value mean(buffer) of the inputs in data buffer. Buffering is not mandatory but ensures a smoother operation.
- this example method utilizes basic Doppler shift information (velocity and direction of motion), but it does not take into account any distance information.
- steps 4 and 5 can further be refined to accommodate desired gesture inputs and reject undesired ones based on distance. In that case we can set an additional condition for triggering the volume change based on distance.
- the radar can be set already in step 2 to read inputs within certain distance range.
- module' refers to a unit or apparatus that excludes certain parts/components that would be added by an end manufacturer or a user.
- the blocks illustrated in the Figure 6 may represent steps in a method and/or sections of code in the computer program.
- the illustration of a particular order to the blocks does not necessarily imply that there is a required or preferred order for the blocks and the order and arrangement of the block may be varied. Furthermore, it may be possible for some steps to be omitted.
- the controller 14 may be configured to determine when a gesture detected by the gesture detector 12 is valid or even when the radar detection is turned on.
- An external event such as an alarm, alert or other event may enable the controller 14.
- the enabled controller then enables the radio transmitter, radio receiver and gesture detector and is itself enabled to interpret predetermined time-varying modulation detected by the gesture detector 12 as a predetermined user input command and change the operation of the apparatus 2. Different gestures may produce different user input commands This enablement, for gesture detection, may last while the external event is occurring or for a predetermined duration after the event starts.
- the controller 14 turns the radar on and it is configured to interpret predetermined time-varying modulation detected by the gesture detector 12 as a predetermined user input command and change the operation of the apparatus 2.
- Different gestures may produce different user input commands which may, for example, answer the call, cancel the call or divert the call to, for example, voicemail.
- This enablement, for gesture detection may last while the external event is occurring or for a predetermined duration after the event starts.
- the controller 14 turns the radar on and it is configured to interpret predetermined time-varying modulation detected by the gesture detector 12 as a predetermined user input command and change the operation of the apparatus 2.
- Different gestures may produce different user input commands which may, for example, silence the alarm permanently or temporarily silence the alarm. This enablement, for gesture detection, may last while the external event is occurring or for a predetermined duration after the event starts.
- the controller 14 turns the radar on and it is configured to interpret predetermined time-varying modulation detected by the gesture detector 12 as a predetermined user input command and change the operation of the apparatus 2.
- a large scale gesture may produce a user input command which may, for example, take the picture after a very short delay or when the absence of movement or gestures has been detected.
- the absence of movement or gestures may produce a user input command which may, for example, take the picture after a very short delay.
- a large scale gesture may produce a user input command which may, for example, cause the camera to produce an audible sound to attract attention, followed by a visual indicator to draw the subjects' gaze, followed by taking the picture when the absence of movement or gestures has been detected.
- a non-touching gesture may be combined with pressing one or more additional user input commands that 'primes' the apparatus to detect the gesture.
- the additional user input command may be, for example, an audio input command or a touch-based input command such as actuating a button.
- the additional user input command may be carried out simultaneously with the gesture or the gesture may need to follow within a time window immediately following the additional user input command.
- the additional user input command is a simple way of filtering out unwanted gestures.
- buttons could be part of a touch screen or discrete buttons.
- radio transmitter 4 Although a single radio transmitter 4 is described, it should be appreciated that there may, in other embodiments, transmission diversity using multiple radio transmitters 4 or multiple antennas for a single radio transmitter 4. These sources of radio signals could be placed pointing at different directions, e.g. one for the front face and one for the back cover so that we can select the relevant directional source of radio signals for different gesturing applications, or even use them at the same time.
- a human user gesture has been detected as a user input command, in other embodiments the gesture may be performed by a non-human such as animals, robots or machines.
- a gesture has been performed as an 'external gesture' in which, for example, a human hand is actively moved relative to a stationary apparatus 2, it should be understood that a gesture may also be an 'integrated gesture' in which the apparatus 2 is actively moved relative to an environment that is detectable by radar.
- the apparatus 2 may be hand portable and the environment may be provided, at least in part, by a user's body.
- the radio transmitter 4 may, in some embodiments, be configured to transmit at multiple different center frequencies and multiple frequency bands. Different countries allow different frequencies to be used for radar purposes.
- the apparatus 2 may be configured to operate at multiple frequencies and, when incorporated with a mobile cellular telephone could determine and use suitable frequencies based on the country information the cellular telephone receives from a cellular network.
Landscapes
- Engineering & Computer Science (AREA)
- Radar, Positioning & Navigation (AREA)
- Remote Sensing (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Computer Networks & Wireless Communication (AREA)
- Human Computer Interaction (AREA)
- Electromagnetism (AREA)
- User Interface Of Digital Computer (AREA)
Abstract
An apparatus including: a radio transmitter configured to transmit radio signals that are at least partially reflected by a human body; one or more radio receivers configured to receive the transmitted radio signals after having been at least partially reflected by a human body of a user; a gesture detector configured to detect a predetermined time-varying modulation that is present in the received radio signals compared to the transmitted radio signals; and a controller configured to interpret the predetermined time-varying modulation as a predetermined user input command and change the operation of the apparatus.
Description
TITLE
Method for controlling an apparatus using gestures FIELD OF THE INVENTION
Embodiments of the present invention relate to controlling an apparatus using gestures.
BACKGROUND TO THE INVENTION
It would be desirable to control an apparatus without having to touch it and without having to use a remote control device.
BRIEF DESCRIPTION OF VARIOUS EMBODIMENTS OF THE INVENTION
According to various, but not necessarily all, embodiments of the invention there is provided an apparatus comprising: one or more radio transmitters configured to transmit radio signals that are at least partially reflected by a human body;
one or more radio receivers configured to receive the transmitted radio signals after having been at least partially reflected by a human body of a user; a gesture detector configured to detect a predetermined time-varying modulation that is present in the received radio signals compared to the transmitted radio signals; and a controller configured to interpret the predetermined time-varying modulation as a predetermined user input command and change the operation of the apparatus.
According to various, but not necessarily all, embodiments of the invention there is provided a gesture recognition engine for a gesture controlled user interface comprising: a radio receiver for receiving radio signals after having been at least partially reflected by a human body gesture; a gesture detector configured to detect a predetermined time-varying modulation that is present
in the received radio signals compared to a radio signals before reflection; and an interface for providing the detected predetermined time-varying modulation as an output. According to various, but not necessarily all, embodiments of the invention there is provided a method comprising: transmitting radio signals that are at least partially reflected by a human hand; receiving the transmitted radio signals after having been at least partially reflected by a gesturing human hand; detecting a predetermined time-varying modulation, characterizing the gesture, that is present in the received radio signals compared to the transmitted radio signals; and changing the operation of an apparatus in dependence upon the predetermined time-varying modulation.
According to various, but not necessarily all, embodiments of the invention there is provided an apparatus comprising: a radio transmitter configured to transmit radio signals that are at least partially reflected by a human body; one or more radio receivers configured to receive the transmitted radio signals after having been at least partially reflected by a human body of a user; a gesture detector configured to detect a Doppler frequency shift over time that is present in the received radio signals compared to the transmitted radio signals; and a controller configured to interpret the Doppler frequency shift over time as a predetermined user input command and change the operation of the apparatus.
BRIEF DESCRIPTION OF THE DRAWINGS
For a better understanding of various examples of embodiments of the present invention reference will now be made by way of example only to the accompanying drawings in which:
Fig 1 schematically illustrates an apparatus that uses radar to detect gestures; Fig 2 illustrates a suitable platform for providing a gesture detector and a controller using software;
Fig 3 schematically illustrates a gesture recognition engine;
Fig 4 schematically illustrates an exterior of an apparatus;
Fig 5 schematically illustrates an alternative embodiment of the apparatus ; and
Fig 6 schematically illustrates a method.
DETAILED DESCRIPTION OF VARIOUS EMBODIMENTS OF THE INVENTION The Figures illustrate an apparatus 2 comprising: at least one radio transmitter 4 configured to transmit radio signals 6 that are at least partially reflected by a human body 8; one or more radio receivers 10 configured to receive the transmitted radio signals 6' after having been at least partially reflected by a human body 8 of a user; a gesture detector 12 configured to detect a predetermined time-varying modulation that is present in the received radio signals 6' compared to the transmitted radio signals 6; and a controller 14 configured to interpret the predetermined time-varying modulation as a predetermined user input command and change the operation of the apparatus 2.
The apparatus 2 is configured to use radar technology to detect a gesture, such as a hand gesture, and to interpret the detected gesture as a user input command. The user is therefore able to control the operation of the apparatus 2 without touching the apparatus 2.
Typically the radio waves would be microwaves or millimeter waves which are capable of penetrating clothing etc. A user is therefore able to control the operation of the apparatus 2 using a gesture even when the apparatus is stowed out of sight in a pocket or handbag, for example.
The gesture is typically a non-touching gesture that is a gesture that does not touch the apparatus 2 itself but which involves the movement of all or part of a
body. A gesture may be a hand gesture which involves the movement of all or part of the hand.
Referring to Figure 1 , there is schematically illustrated an apparatus 2 comprising: a radio transmitter 4; a radio receiver 10; a gesture detector 12; and a controller 14.
The apparatus 2 may be any apparatus that it is desirable to control by user input and in particular non-touching gestures. In some but not necessarily all embodiments, the apparatus 2 may be a hand portable apparatus 2 that is sized to fit in the palm of the hand or a jacket pocket. It may, for example, be a personal electronic device such as a music player, a video player, a mobile cellular telephone, an eBook reader etc. The radio transmitter 4 is configured to transmit radio signals 6 that are at least partially reflected by a human body 8. The radio signals may, for example, be microwave signals. The apparatus may, in some embodiments, be configured to additionally use the radio transmitter 4 for wireless data transmission in addition to the described radar gesture detection.
The radio receiver 10 is configured to receive radio signals 6' that have been transmitted by the radio transmitter 4 and at least partially reflected by, for example, a hand 8 of a user when it is making a non-touching gesture. The radio receiver 10 in this example is fixed relative to the apparatus 2 and does not move or scan in use.
The reflection of the radio signals 6 off a moving hand 8 imparts a modulation to the radio signals. A characteristic or characteristics of the transmitted radio signals vary in time as the gesture varies in time.
The gesture detector 12 is configured to detect a predetermined time-varying modulation that is present in the received radio signals 6' compared to the
transmitted radio signals 6. There may be a number of time-varying modulations apparent in the received signal and at least some will be as a result of external interference. The gesture detector 12 is configured to discriminate between the generality of time-varying modulations to identify the predetermined time-varying modulations that correspond to predetermined gestures. The gesture detector may, for example, determine from the time varying characteristic or characteristics of the transmitted radio signal one or more time variable parameters that parameterize the gesture that caused the time-varying modulation. The parameters may include, for example, kinematic parameters of the gesture such as distance, speed, direction etc
The controller 14 is configured to interpret the predetermined time-varying modulation as a predetermined user input command and change the operation of the apparatus 2. The operation of the apparatus 2 is therefore changed without the user touching the apparatus as a result of the gesture.
The controller 14 may associate in a look-up table predetermined time-varying modulations with predetermined user input commands. . When the controller receives a predetermined time varying command resulting from a predetermined gesture it uses the look-up table to determine the appropriate user input command in response to the gesture. The parameterization of the predetermined time-variable modulations enables the identification of multiple different gestures. The associations between predetermined time-varying modulations and predetermined user input commands could be stored while manufacturing the apparatus 2 or transferred to the apparatus 2 using a storage media. In some embodiments, it may also be possible to allow user programming of gestures and the response to those gestures. For example, the apparatus 2 may have a learning mode in which a user teaches various gestures to the apparatus 2 and then program the apparatus 2 to create associations between
predetermined time-varying modulations for those gestures and user-defined user input commands.
A lexicon can be formed where the individual discrete gestures are 'words' and a grammar may be specified that defines the meaningful combinations of words (sentences). Each word and each sentence can produce a different user input command, if required. One user input command may change an application mode or function. Thus a particular gesture may reject an incoming telephone call and another gesture may answer the call. The user may be able to control the apparatus 2 directly without the need for a graphical user interface or a display at the apparatus 2.
Another user input command may control a user interface of the apparatus 2 and in particular user output devices such as a loudspeaker or a display, for example. The user interface may, for example, be controlled to change how content is presented to a user.
For example, a gesture may increase audio output volume and another gesture may decrease audio output volume. As the user input commands are the opposite of each other, it may be preferable if the gestures that effect those commands were also in an opposite sense to each other.
For example, a gesture may zoom-in on information displayed on a display and another gesture may zoom-out. As the user input commands are the opposite of each other, it may be preferable if the gestures that effect those commands were also in an opposite sense to each other.
For example, a gesture may scroll information in a display up (or left) and another gesture may scroll information in a display down (or right). As the
user input commands are the opposite of each other, it may be preferable if the gestures that effect those commands were also in an opposite sense to each other. It is stated above that the reflection of the radio signals 6 off a moving hand 8 imparts a modulation to the radio signals- a characteristic or characteristics of the transmitted radio signals that varies in time as the gesture varies in time. This is illustrated now by way of example: In a first example, if the hand 8 is moving towards the radio receiver 10 the Doppler effect will result in an upwards frequency shift for the radio signals 6' (compared to the radio signals 6) that is proportional to the velocity of the hand towards the radio receiver 10 and if the hand 8 is moving away from the radio receiver 10 the Doppler effect will result in a downwards frequency shift for the radio signals 6' that is proportional to the velocity of the hand away from the radio receiver 10.
The gesture detector 12 comprises a Doppler radar detector configured to determine a frequency difference between the carrier frequency of received radio signals 6' and the carrier frequency of transmitted radio signals 6. The Doppler radar does not have to be on continuously and may be pulsed to save power. The gesture detector 12 determines from the time varying characteristic (frequency) of the transmitted radio signal one or more time variable parameters (speed, direction) that parameterize the gesture that caused the time-varying modulation.
In another example, which may be used in combination with the first example, if the transmission signals are modulated at transmission so that they have a periodic time signature, the Doppler effect also causes a frequency shift in the periodic time signature. The time signature may, for example, be a periodic variation in amplitude (pulsed Doppler or pulsed Ultra wideband) or a periodic variation in frequency (Frequency Modulated Continuous wave). If the hand 8
is moving towards the radio receiver 10 the period between signatures decreases and if the hand 8 is moving away from the receiver the period between signatures increases.
The gesture detector 12 comprises circuitry configured to measure the period between signatures. The gesture detector 12 may determine from the time varying characteristic (period) of the transmitted radio signal one or more time variable parameters (speed, direction) that parameterize the gesture that caused the time-varying modulation. The gesture detector 12 may additionally comprise circuitry configured to measure the interval between the transmission of a signature and its reception. The gesture detector 12 determines from the time varying characteristic (interval) of the transmitted radio signal one or more time variable parameters (distance) that parameterize the gesture that caused the time-varying modulation. This may conveniently be used as a 'gate' i.e. to accept as valid only gestures (and their time varying frequency shift) that are within a certain range from the apparatus 2.
In another example, which may be used in combination with the first example, if the transmission signals are transmitted with a known power, the power of the received reflected signals may give an indication of the range or distance of the gesture, or the size of the reflecting object. The gesture detector 12 comprises circuitry configured to measure the power difference between transmission and reception. The controller 14 may determine whether a gesture is valid based on the received power. For example, the controller 14 may convert the power difference to a distance, or to the size of the reflecting object generating the gesture. The distance or size is not typically used by itself as a parameter but it may be used to determine when other parameters such as speed and direction are valid. For example, there may be a valid range of distances (i.e. greater than a minimum distance but less than a maximum distance) for valid gestures or for the initiation and/or termination of a valid gesture.
WO 01 /16554 "SSB pulse Doppler sensor and active reflector system" discloses how rotation can be detected using l/Q demodulated Doppler radars. Rotation could therefore additionally be used as a parameter for defining a gesture.
Fig 2 illustrates a suitable platform for providing the gesture detector 12 and the controller 14 using software. The gesture detector 12 and/or the controller 14 may be implemented using instructions that enable hardware functionality, for example, by using executable computer program instructions in a general-purpose or special- purpose processor that may be stored on a computer readable storage medium (disk, memory etc) to be executed by such a processor.
A processor 20 is configured to read from and write to the memory 22. The processor 20 may also comprise an output interface via which data and/or commands are output by the processor 20 and an input interface via which data and/or commands are input to the processor 20.
The memory 22stores a computer program 24 comprising computer program instructions that control the operation of the gesture detector 12 and possibly the apparatus 2 when loaded into the processor 20 and/or stores a computer program 26 comprising computer program instructions that control the operation of the controller 14 and possibly the apparatus 2 when loaded into the processor 20.
The computer program instructions provide the logic and routines that enables the apparatus to perform the methods illustrated in Figure 6. The processor 20 by reading the memory 22 is able to load and execute the computer program 24, 26.
The computer program(s) may arrive at the apparatus 2 via any suitable delivery mechanism 28. The delivery mechanism 28 may be,, for example, a computer-readable storage medium, a computer program product, a memory device, a record medium such as a CD-ROM or DVD, an article of
manufacture that tangibly embodies the computer program. The delivery mechanism may be a signal configured to reliably transfer the computer program over the air or via an electrical connection. The apparatus 2 may propagate or transmit the computer program as a computer data signal. Although the memory 22 is illustrated as a single component it may be implemented as one or more separate components some or all of which may be integrated/removable and/or may provide permanent/semi-permanent/ dynamic/cached storage. References to 'computer-readable storage medium', 'computer program product', 'tangibly embodied computer program' etc. or a 'controller',
'computer', 'processor' etc. should be understood to encompass not only computers having different architectures such as single /multi- processor architectures and sequential (Von Neumann)/parallel architectures but also specialized circuits such as field-programmable gate arrays (FPGA), application specific circuits (ASIC), signal processing devices and other devices. References to computer program, instructions, code etc. should be understood to encompass software for a programmable processor or firmware such as, for example, the programmable content of a hardware device whether instructions for a processor, or configuration settings for a fixed- function device, gate array or programmable logic device etc.
Thus the apparatus 2 may comprise at least one processor 20 and at least one memory 22 including computer program code 24, the at least one memory 22 and the computer program code 24 configured to, with the at least one processor provide the gesture detector 12.
Thus the apparatus 2 may comprise at least one processor 20 and at least one memory 22 including computer program code 26, the at least one memory 22 and the computer program code 26 configured to, with the at least one processor provide the controller 14.
The gesture detector 12 and the controller 14 may be provided by the same software application or by different software applications 24, 26 concurrently running on the same processor or processors. Fig 3 schematically illustrates a gesture recognition engine 30 for a gesture controlled user interface. The engine 30 comprises: an input interface 36 for connection to a radio receiver 10 for receiving radio signals; a gesture detector 12 configured to detect a predetermined time-varying modulation that is present in the received radio signals compared to reference radio signals; and an output interface 38 for providing the detected predetermined time- varying modulation as an output. It operates in the same manner as the gesture detector 12 described with reference to Figure 1 .
The time-varying modulation that is present in the received radio signals 6' compared to the reference (transmitted) radio signals 6 is characterized by the radar detector 34. If Doppler radar is used, the characterization may be a frequency shift between the received signals and the transmitted signals.
The parameterization block 32 may determine from the time varying characteristic or characteristics one or more time variable parameters that parameterize the gesture that caused the time-varying modulation. The parameters may be, for example, kinematic parameters of the gesture such as distance, speed, direction etc The engine 30 may be integrated on a chip set and/or a module.
Fig 4 schematically illustrates an exterior of an apparatus 2. The apparatus 2 in this embodiment is a portable apparatus that has a front face 46 comprising a user interface. The user interface comprises an audio output port 42 and a display 44. The apparatus 2 as illustrated in Figure 1 comprises a radio transmitter 4 and a radio receiver 10. However, as these are generally housed within the exterior of the apparatus 2 and are not visible at the exterior they are illustrated using dotted lines. In this example, the radio transmitter 4 is configured to produce a directed transmission in which the radio signals predominantly travel outwardly away from and normally to the front face 46 of the apparatus 2. The reflected radio signals 6' travel inwardly towards the front face 46.
In this and other embodiments, the controller 14 (not illustrated in Figure 4) may be configured to maintain a correspondence between the time varying nature of the input command and the time varying nature of modulation.
The controller 14 may be configured to provide a slowly varying and apparently analogue control when the gesture detector 12 detects a slowly moving continuous gesture. For example, if a hand gesture involved moving a hand slowly towards the front face 46, the apparently analogue control may involve slowly reducing the volume of an audio output. For example, if a hand gesture involved moving a hand slowly away from the front face 46, the apparently analogue control may involve slowly increasing the volume of an audio output. Similar control may alternatively be provided instead for zooming in and out or scrolling, for example.
The controller 14 may be configured to provide a binary two-state control when the gesture detector 12 detects a fast moving gesture. For example, if a hand gesture involved moving a hand quickly towards the front face 46, the binary control may involve muting the volume of an audio output. For example, if a hand gesture involved moving a hand quickly away from the
front face 46, the binary control may involve exiting a currently running application.
Fig 5 schematically illustrates an alternative embodiment of the apparatus 2 that uses reception diversity. There are a plurality of radio receivers 10. Each of the radio receivers 10 receives the radio signals 6' reflected off the gesturing hand 8. The gesture detector 12 is configured to detect separately, for each of the plurality of receivers 10, a predetermined time-varying modulation that is present in the received radio signals compared to the transmitted radio signals. The controller 14 is configured to interpret the combination of predetermined time-varying modulations associated with the respective radio receivers as a predetermined user input command and change the operation of the apparatus. For example, the gesture detector 12 may parameterize each of the predetermined time-varying modulations into kinematic parameters such as distance, direction, speed etc. The controller 14 may use a knowledge of the relative positions of the radio receivers 10 and the kinematic parameters determined for each receiver to resolve the position and velocity of the hand in two or three dimensions. This may, for example, enable the disambiguation of a clockwise rotating gesture from an anti-clockwise rotating gesture. The algorithms for trilateration and angle-of-arrival are well documented in the available literature and may be used to position the hand at each moment in time. In this way, quite complex gestures that involve movement in three dimensions may be detected and used as user input commands.
In this multiple-receiver configuration, each radio receiver 10 can point at the same angle or at different angles / directions. Fig 6 schematically illustrates a method 50 comprising:
at block 52, transmitting radio signals 6 that are at least partially reflected by a human hand or part thereof 8;
at block 54, receiving the transmitted radio signals 6' after having been at least partially reflected by a gesturing human hand 8;
at block 56, detecting a predetermined time-varying modulation, characterizing the gesture, that is present in the received radio signals 6' compared to the transmitted radio signals 6; and
at block 58, changing the operation of an apparatus 2 in dependence upon the predetermined time-varying modulation.
The method may also comprise determining one or more kinematic parameters that parameterize a gesture that causes the predetermined time- varying modulation, as described above. The method may also comprise other features that have been described previously with respect to operation of the apparatus 2.
There follows an example an implementation example for the method utilizing velocity information (speed and direction of movement) expressed in pseudocode:
1 ) Start playing music, and turn on radar
2) Gesture detector 12 reads radar input from radio receiver 10
3) Controller 14 adds the radar velocity input to a data buffer, and calculates mean value mean(buffer) of the inputs in data buffer. Buffering is not mandatory but ensures a smoother operation.
4) Increase volume, if
a) the absolute mean value abs(mean(buffer)) exceeds a pre-defined threshold, and
b) the sign of mean(buffer) indicates "gesture away", and
c) we are not playing music at maximum volume yet
5) Decrease volume, if
a) the absolute mean value abs(mean(buffer)) exceeds a pre-defined threshold, and
b ) the sign of mean(buffer) indicates "gesture towards", and
c) we are not playing music at minimum volume yet
6) Go back to 2)
The volume step by which the volume is changed may be made speed dependent: the larger the speed, the larger the volume step. This enables for example a change in the volume from 100% to 0% (=mute) either by slower motion of the hand through the operation range of the radar, or a fast slam over a short time period. Currently this example method utilizes basic Doppler shift information (velocity and direction of motion), but it does not take into account any distance information. However, when the distance or range information is available, steps 4 and 5 can further be refined to accommodate desired gesture inputs and reject undesired ones based on distance. In that case we can set an additional condition for triggering the volume change based on distance. Alternatively the radar can be set already in step 2 to read inputs within certain distance range.
As used here 'module' refers to a unit or apparatus that excludes certain parts/components that would be added by an end manufacturer or a user.
The blocks illustrated in the Figure 6 may represent steps in a method and/or sections of code in the computer program. The illustration of a particular order to the blocks does not necessarily imply that there is a required or preferred order for the blocks and the order and arrangement of the block may be varied. Furthermore, it may be possible for some steps to be omitted.
Although embodiments of the present invention have been described in the preceding paragraphs with reference to various examples, it should be appreciated that modifications to the examples given can be made without departing from the scope of the invention as claimed.
The controller 14 may be configured to determine when a gesture detected by the gesture detector 12 is valid or even when the radar detection is turned on. An external event, such as an alarm, alert or other event may enable the controller 14. The enabled controller then enables the radio transmitter, radio receiver and gesture detector and is itself enabled to interpret predetermined time-varying modulation detected by the gesture detector 12 as a predetermined user input command and change the operation of the apparatus 2. Different gestures may produce different user input commands This enablement, for gesture detection, may last while the external event is occurring or for a predetermined duration after the event starts.
For example, when there is an incoming telephone call, in one embodiment the controller 14 turns the radar on and it is configured to interpret predetermined time-varying modulation detected by the gesture detector 12 as a predetermined user input command and change the operation of the apparatus 2. Different gestures may produce different user input commands which may, for example, answer the call, cancel the call or divert the call to, for example, voicemail. This enablement, for gesture detection, may last while the external event is occurring or for a predetermined duration after the event starts.
As another example, when there is an alarm alert, in one embodiment the controller 14 turns the radar on and it is configured to interpret predetermined time-varying modulation detected by the gesture detector 12 as a predetermined user input command and change the operation of the apparatus 2. Different gestures may produce different user input commands which may, for example, silence the alarm permanently or temporarily silence the alarm. This enablement, for gesture detection, may last while the external event is occurring or for a predetermined duration after the event starts.
As another example, in a camera application when a user activates a 'remote control' mode, the controller 14 turns the radar on and it is configured to
interpret predetermined time-varying modulation detected by the gesture detector 12 as a predetermined user input command and change the operation of the apparatus 2. A large scale gesture may produce a user input command which may, for example, take the picture after a very short delay or when the absence of movement or gestures has been detected. Alternatively, the absence of movement or gestures may produce a user input command which may, for example, take the picture after a very short delay. In a further embodiment, a large scale gesture may produce a user input command which may, for example, cause the camera to produce an audible sound to attract attention, followed by a visual indicator to draw the subjects' gaze, followed by taking the picture when the absence of movement or gestures has been detected.
In other embodiments, a non-touching gesture may be combined with pressing one or more additional user input commands that 'primes' the apparatus to detect the gesture. The additional user input command may be, for example, an audio input command or a touch-based input command such as actuating a button. The additional user input command may be carried out simultaneously with the gesture or the gesture may need to follow within a time window immediately following the additional user input command. The additional user input command is a simple way of filtering out unwanted gestures.
For example, in a map application pressing a certain button while moving a hand towards the device could be interpreted as zoom in, whereas pressing the same button and moving the hand away could be interpreted as zoom out. Pressing a different button while moving a hand towards the device could scroll the screen up, whereas pressing the same button and moving the hand away from the device would cause scrolling the screen down. Pressing a third button with the same gesture would scroll screen left etc. The buttons could be part of a touch screen or discrete buttons.
Referring to Figure 1 , there could be an embodiment where there is a connection between the radio transmitter 4 and the radio receiver 10. In addition, there could be feedback from the controller 14 to the radio transmitter 4 and radio receiver 10 for adjusting their parameters such as transmit power, frequency, receiver sensitivity, etc.
Referring to Figure 1 , although a single radio transmitter 4 is described, it should be appreciated that there may, in other embodiments, transmission diversity using multiple radio transmitters 4 or multiple antennas for a single radio transmitter 4.These sources of radio signals could be placed pointing at different directions, e.g. one for the front face and one for the back cover so that we can select the relevant directional source of radio signals for different gesturing applications, or even use them at the same time.
Although in the preceding description, a human user gesture has been detected as a user input command, in other embodiments the gesture may be performed by a non-human such as animals, robots or machines. Although in the preceding description, a gesture has been performed as an 'external gesture' in which, for example, a human hand is actively moved relative to a stationary apparatus 2, it should be understood that a gesture may also be an 'integrated gesture' in which the apparatus 2 is actively moved relative to an environment that is detectable by radar. The apparatus 2 may be hand portable and the environment may be provided, at least in part, by a user's body.
Referring to Figure 1 , the radio transmitter 4 may, in some embodiments, be configured to transmit at multiple different center frequencies and multiple frequency bands. Different countries allow different frequencies to be used for radar purposes. The apparatus 2 may be configured to operate at multiple frequencies and, when incorporated with a mobile cellular telephone could
determine and use suitable frequencies based on the country information the cellular telephone receives from a cellular network.
Features described in the preceding description may be used in combinations other than the combinations explicitly described.
Although functions have been described with reference to certain features, those functions may be performable by other features whether described or not.
Although features have been described with reference to certain
embodiments, those features may also be present in other embodiments whether described or not. Whilst endeavoring in the foregoing specification to draw attention to those features of the invention believed to be of particular importance it should be understood that the Applicant claims protection in respect of any patentable feature or combination of features hereinbefore referred to and/or shown in the drawings whether or not particular emphasis has been placed thereon. l/we claim:
Claims
1 . An apparatus comprising:
one or more radio transmitters configured to transmit radio signals that are at least partially reflected by a human body;
one or more radio receivers configured to receive the transmitted radio signals after having been at least partially reflected by a human body of a user;
a gesture detector configured to detect a predetermined time-varying modulation that is present in the received radio signals compared to the transmitted radio signals; and
a controller configured to interpret the predetermined time-varying modulation as a predetermined user input command and change the operation of the apparatus.
2. An apparatus as claimed in claim 1 , wherein the time varying modulation of the received signal comprises a Doppler frequency shift in the transmitted radio signals.
3. An apparatus as claimed in claim 1 or 2 , wherein the gesture detector determines, with respect to a user gesture that reflects the transmitted radio signals to provide the received radio signals, one or more kinematic parameters that parameterize a gesture that causes the time-varying modulation including at least a speed or velocity parameter.
4. An apparatus as claimed in claim 1 , 2 or 3, wherein the gesture detector detects a rotational gesture.
5. An apparatus as claimed in any preceding claim, wherein the controller is configured to interpret the predetermined time-varying modulation as an associated predetermined user input command and change the operation of the apparatus in an associated predetermined manner.
6. An apparatus as claimed in any preceding claim, wherein the controller is configured to maintain a correspondence between the time varying nature of the input command and the time varying nature of modulation.
7. An apparatus as claimed in any preceding claim, wherein the controller is configured to provide slowly varying and apparently analogue control when the gesture detector detects a slowly moving continuous gesture.
8. An apparatus as claimed in any preceding claim, wherein the controller is configured to provide binary two-state control when the gesture detector detects a fast moving gesture.
9. An apparatus as claimed in any preceding claim, wherein the controller is configured to change how content is presented to a user.
10. An apparatus as claimed in any preceding claim, wherein the controller is configured to change any one or more of: audio output increase, audio volume decrease, display zoom-in, display zoom-out, display scroll-up, display scroll-down, display scroll-right, display scroll-left in response to an associated detected user gesture, a telephone call state, a camera capture state
1 1 . An apparatus as claimed in any preceding claim, wherein the apparatus comprises at least one processor and at least one memory including computer program code, the at least one memory and the computer program code configured to, with the at least one processor provide the gesture detector and wherein the apparatus comprises at least one processor and at least one memory including computer program code, the at least one memory and the computer program code configured to, with the at least one processor provide the controller.
12. An apparatus as claimed in any preceding claim, wherein the apparatus has a front face and wherein the radio transmitter is configured to transmit radio signals at least substantially normally to the front face and wherein the radio receiver is configured to receive radio signals that are reflected towards the front face.
13. An apparatus as claimed in any preceding claim, wherein the apparatus comprises a plurality of radio receivers and wherein the gesture detector is configured to detect, for each of the plurality of receivers, a predetermined time-varying modulation that is present in the received radio signals compared to the transmitted radio signals and wherein the controller is configured to interpret the combination of predetermined time-varying modulations associated with the respective radio receivers as a predetermined user input command and change the operation of the apparatus.
14. An apparatus as claimed in any preceding claim, wherein the apparatus is configured to additionally use the radio transmitter for wireless data transmission.
15. An apparatus as claimed in any preceding claim, wherein a separate user actuation in addition to a gesture is required to enable a change in the operation of the apparatus in response to the gesture.
16. An apparatus as claimed in any preceding claim, configured to operate with transmission diversity.
17. An apparatus as claimed in any preceding claim, wherein the gesture detector is user programmable to predetermine time-varying modulations for detection in the received radio signals.
18. A gesture recognition engine for a gesture controlled user interface comprising: a radio receiver for receiving radio signals after having been at least partially reflected by a human body gesture;
a gesture detector configured to detect a predetermined time-varying modulation that is present in the received radio signals compared to a radio signals before reflection;
an interface for providing the detected predetermined time-varying modulation as an output.
19. A gesture recognition engine as claimed in claim 18, wherein the gesture detector is configured to determine, with respect to a user gesture that provides the received radio signals, one or more kinematic parameters that parameterize the user gesture that causes the time-varying modulation including at least a speed or velocity parameter.
20. A method comprising:
transmitting radio signals that are at least partially reflected by a human hand; receiving the transmitted radio signals after having been at least partially reflected by a gesturing human hand;
detecting a predetermined time-varying modulation, characterizing the gesture, that is present in the received radio signals compared to the transmitted radio signals; and
changing the operation of an apparatus in dependence upon the predetermined time-varying modulation.
21 . A method as claimed in claim 20 further comprising: determining one or more kinematic parameters that parameterize a gesture that causes the predetermined time-varying modulation including at least a speed or velocity parameter.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| EP11736686.4A EP2529286A4 (en) | 2010-01-26 | 2011-01-25 | Method for controlling an apparatus using gestures |
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US12/693,667 | 2010-01-26 | ||
| US12/693,667 US9335825B2 (en) | 2010-01-26 | 2010-01-26 | Gesture control |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| WO2011092628A1 true WO2011092628A1 (en) | 2011-08-04 |
Family
ID=44308583
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| PCT/IB2011/050327 Ceased WO2011092628A1 (en) | 2010-01-26 | 2011-01-25 | Method for controlling an apparatus using gestures |
Country Status (3)
| Country | Link |
|---|---|
| US (1) | US9335825B2 (en) |
| EP (1) | EP2529286A4 (en) |
| WO (1) | WO2011092628A1 (en) |
Families Citing this family (130)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20060152482A1 (en) * | 2005-01-07 | 2006-07-13 | Chauncy Godwin | Virtual interface and control device |
| US9710154B2 (en) | 2010-09-03 | 2017-07-18 | Microsoft Technology Licensing, Llc | Dynamic gesture parameters |
| US9569003B2 (en) * | 2010-09-30 | 2017-02-14 | Broadcom Corporation | Portable computing device including a three-dimensional touch screen |
| EP2587347A3 (en) * | 2011-10-25 | 2016-01-20 | Broadcom Corporation | Portable computing device including a three-dimensional touch screen |
| KR101880653B1 (en) * | 2011-10-27 | 2018-08-20 | 삼성전자 주식회사 | Device and method for determinating a touch input of terminal having a touch panel |
| US8749485B2 (en) * | 2011-12-20 | 2014-06-10 | Microsoft Corporation | User control gesture detection |
| US9501152B2 (en) | 2013-01-15 | 2016-11-22 | Leap Motion, Inc. | Free-space user interface and control using virtual constructs |
| US12260023B2 (en) | 2012-01-17 | 2025-03-25 | Ultrahaptics IP Two Limited | Systems and methods for machine control |
| US9679215B2 (en) | 2012-01-17 | 2017-06-13 | Leap Motion, Inc. | Systems and methods for machine control |
| US11493998B2 (en) | 2012-01-17 | 2022-11-08 | Ultrahaptics IP Two Limited | Systems and methods for machine control |
| US8693731B2 (en) | 2012-01-17 | 2014-04-08 | Leap Motion, Inc. | Enhanced contrast for object detection and characterization by optical imaging |
| US9070019B2 (en) | 2012-01-17 | 2015-06-30 | Leap Motion, Inc. | Systems and methods for capturing motion in three-dimensional space |
| US10691219B2 (en) | 2012-01-17 | 2020-06-23 | Ultrahaptics IP Two Limited | Systems and methods for machine control |
| US8638989B2 (en) | 2012-01-17 | 2014-01-28 | Leap Motion, Inc. | Systems and methods for capturing motion in three-dimensional space |
| US8682395B2 (en) * | 2012-01-27 | 2014-03-25 | Blackberry Limited | Communications device and method having non-touch based input screen |
| US8830171B2 (en) * | 2012-05-22 | 2014-09-09 | Eminent Electronic Technology Corporation | Apparatus for non-contact 3D hand gesture recognition with code-based light sensing |
| US10453355B2 (en) * | 2012-09-28 | 2019-10-22 | Nokia Technologies Oy | Method and apparatus for determining the attentional focus of individuals within a group |
| US9285893B2 (en) | 2012-11-08 | 2016-03-15 | Leap Motion, Inc. | Object detection and tracking with variable-field illumination devices |
| US9821999B2 (en) * | 2012-12-28 | 2017-11-21 | Trimble Inc. | External GNSS receiver module with motion sensor suite for contextual inference of user activity |
| US10609285B2 (en) | 2013-01-07 | 2020-03-31 | Ultrahaptics IP Two Limited | Power consumption in motion-capture systems |
| US9626015B2 (en) | 2013-01-08 | 2017-04-18 | Leap Motion, Inc. | Power consumption in motion-capture systems with audio and optical signals |
| US10241639B2 (en) | 2013-01-15 | 2019-03-26 | Leap Motion, Inc. | Dynamic user interactions for display control and manipulation of display objects |
| US9459697B2 (en) | 2013-01-15 | 2016-10-04 | Leap Motion, Inc. | Dynamic, free-space user interactions for machine control |
| JP6179412B2 (en) * | 2013-01-31 | 2017-08-16 | 株式会社Jvcケンウッド | Input display device |
| WO2014200589A2 (en) | 2013-03-15 | 2014-12-18 | Leap Motion, Inc. | Determining positional information for an object in space |
| WO2014165476A1 (en) | 2013-04-01 | 2014-10-09 | Gollakota Shyamnath | Devices, systems, and methods for detecting gestures using wireless communication signals |
| US10620709B2 (en) | 2013-04-05 | 2020-04-14 | Ultrahaptics IP Two Limited | Customized gesture interpretation |
| US9916009B2 (en) | 2013-04-26 | 2018-03-13 | Leap Motion, Inc. | Non-tactile interface systems and methods |
| US9747696B2 (en) | 2013-05-17 | 2017-08-29 | Leap Motion, Inc. | Systems and methods for providing normalized parameters of motions of objects in three-dimensional space |
| US10281987B1 (en) | 2013-08-09 | 2019-05-07 | Leap Motion, Inc. | Systems and methods of free-space gestural interaction |
| US10846942B1 (en) | 2013-08-29 | 2020-11-24 | Ultrahaptics IP Two Limited | Predictive information for free space gesture control and communication |
| CN104459688A (en) * | 2013-09-16 | 2015-03-25 | 中兴通讯股份有限公司 | Life form detection processing method and apparatus, and terminal |
| US9632572B2 (en) | 2013-10-03 | 2017-04-25 | Leap Motion, Inc. | Enhanced field of view to augment three-dimensional (3D) sensory space for free-space gesture interpretation |
| US10168873B1 (en) | 2013-10-29 | 2019-01-01 | Leap Motion, Inc. | Virtual interactions for machine control |
| US9996797B1 (en) | 2013-10-31 | 2018-06-12 | Leap Motion, Inc. | Interactions with virtual objects for machine control |
| US9996638B1 (en) | 2013-10-31 | 2018-06-12 | Leap Motion, Inc. | Predictive information for free space gesture control and communication |
| US10416834B1 (en) | 2013-11-15 | 2019-09-17 | Leap Motion, Inc. | Interaction strength using virtual objects for machine control |
| US9613262B2 (en) | 2014-01-15 | 2017-04-04 | Leap Motion, Inc. | Object detection and tracking for providing a virtual device experience |
| US9679197B1 (en) | 2014-03-13 | 2017-06-13 | Leap Motion, Inc. | Biometric aware object detection and tracking |
| US9921657B2 (en) * | 2014-03-28 | 2018-03-20 | Intel Corporation | Radar-based gesture recognition |
| US9635514B2 (en) * | 2014-04-04 | 2017-04-25 | Mayo Foundation For Medical Education And Research | Identification of a subject in a facility |
| US9785247B1 (en) | 2014-05-14 | 2017-10-10 | Leap Motion, Inc. | Systems and methods of tracking moving hands and recognizing gestural interactions |
| US9741169B1 (en) | 2014-05-20 | 2017-08-22 | Leap Motion, Inc. | Wearable augmented reality devices with object detection and tracking |
| WO2015184406A1 (en) * | 2014-05-30 | 2015-12-03 | Texas Tech University System | Hybrid fmcw-intererometry radar for positioning and monitoring and methods of using the same |
| US9575560B2 (en) | 2014-06-03 | 2017-02-21 | Google Inc. | Radar-based gesture-recognition through a wearable device |
| US9921660B2 (en) | 2014-08-07 | 2018-03-20 | Google Llc | Radar-based gesture recognition |
| US9811164B2 (en) | 2014-08-07 | 2017-11-07 | Google Inc. | Radar-based gesture sensing and data transmission |
| CN204480228U (en) | 2014-08-08 | 2015-07-15 | 厉动公司 | motion sensing and imaging device |
| US9588625B2 (en) | 2014-08-15 | 2017-03-07 | Google Inc. | Interactive textiles |
| US10268321B2 (en) | 2014-08-15 | 2019-04-23 | Google Llc | Interactive textiles within hard objects |
| US9778749B2 (en) | 2014-08-22 | 2017-10-03 | Google Inc. | Occluded gesture recognition |
| US11169988B2 (en) | 2014-08-22 | 2021-11-09 | Google Llc | Radar recognition-aided search |
| CN105528134A (en) * | 2014-09-29 | 2016-04-27 | 光宝电子(广州)有限公司 | Hand-held apparatus, motion operation method and medium |
| US9600080B2 (en) | 2014-10-02 | 2017-03-21 | Google Inc. | Non-line-of-sight radar-based gesture recognition |
| DE202014106073U1 (en) * | 2014-12-16 | 2016-03-17 | Tridonic Gmbh & Co Kg | Configurable motion detector |
| US10656720B1 (en) | 2015-01-16 | 2020-05-19 | Ultrahaptics IP Two Limited | Mode switching for integrated gestural interaction and multi-user collaboration in immersive virtual reality environments |
| US9696795B2 (en) | 2015-02-13 | 2017-07-04 | Leap Motion, Inc. | Systems and methods of creating a realistic grab experience in virtual reality/augmented reality environments |
| US10429923B1 (en) | 2015-02-13 | 2019-10-01 | Ultrahaptics IP Two Limited | Interaction engine for creating a realistic experience in virtual reality/augmented reality environments |
| US10481696B2 (en) * | 2015-03-03 | 2019-11-19 | Nvidia Corporation | Radar based user interface |
| US10016162B1 (en) | 2015-03-23 | 2018-07-10 | Google Llc | In-ear health monitoring |
| US9983747B2 (en) | 2015-03-26 | 2018-05-29 | Google Llc | Two-layer interactive textiles |
| US9848780B1 (en) | 2015-04-08 | 2017-12-26 | Google Inc. | Assessing cardiovascular function using an optical sensor |
| CN113940655B (en) | 2015-04-20 | 2024-08-20 | 瑞思迈传感器技术有限公司 | Gesture recognition with sensors |
| WO2016176574A1 (en) | 2015-04-30 | 2016-11-03 | Google Inc. | Wide-field radar-based gesture recognition |
| WO2016176606A1 (en) | 2015-04-30 | 2016-11-03 | Google Inc. | Type-agnostic rf signal representations |
| EP3289432B1 (en) | 2015-04-30 | 2019-06-12 | Google LLC | Rf-based micro-motion tracking for gesture tracking and recognition |
| US10080528B2 (en) | 2015-05-19 | 2018-09-25 | Google Llc | Optical central venous pressure measurement |
| US9693592B2 (en) | 2015-05-27 | 2017-07-04 | Google Inc. | Attaching electronic components to interactive textiles |
| US10088908B1 (en) * | 2015-05-27 | 2018-10-02 | Google Llc | Gesture detection and interactions |
| US10376195B1 (en) | 2015-06-04 | 2019-08-13 | Google Llc | Automated nursing assessment |
| US9629201B2 (en) * | 2015-09-21 | 2017-04-18 | Qualcomm Incorporated | Using Wi-Fi as human control interface |
| US10817065B1 (en) | 2015-10-06 | 2020-10-27 | Google Llc | Gesture recognition using multiple antenna |
| CN105258444B (en) * | 2015-10-08 | 2019-03-08 | 合肥美的电冰箱有限公司 | Refrigerator operation control method and system |
| EP3371855A1 (en) | 2015-11-04 | 2018-09-12 | Google LLC | Connectors for connecting electronics embedded in garments to external devices |
| DE102015015067A1 (en) * | 2015-11-20 | 2017-05-24 | Audi Ag | Motor vehicle with at least one radar unit |
| CN105677019B (en) * | 2015-12-29 | 2018-11-16 | 大连楼兰科技股份有限公司 | A gesture recognition sensor and its working method |
| WO2017131545A1 (en) * | 2016-01-26 | 2017-08-03 | Novelic D.O.O. | Millimeter-wave radar sensor system for gesture and movement analysis |
| CN108351770B (en) * | 2016-02-09 | 2020-02-28 | 西门子公司 | Method and implementation environment for securely implementing program commands |
| EP3214528B1 (en) | 2016-03-04 | 2019-09-11 | Nxp B.V. | Gesture feedback |
| US10492302B2 (en) | 2016-05-03 | 2019-11-26 | Google Llc | Connecting an electronic component to an interactive textile |
| WO2017200570A1 (en) | 2016-05-16 | 2017-11-23 | Google Llc | Interactive object with multiple electronics modules |
| WO2017200571A1 (en) | 2016-05-16 | 2017-11-23 | Google Llc | Gesture-based control of a user interface |
| WO2017200949A1 (en) | 2016-05-16 | 2017-11-23 | Google Llc | Interactive fabric |
| US11067667B2 (en) | 2016-09-08 | 2021-07-20 | Magna Closures Inc. | Radar detection system for non-contact human activation of powered closure member |
| US20180170309A1 (en) * | 2016-09-08 | 2018-06-21 | Magna Closures Inc. | User notification of powered system activation during non-contact human activation |
| US10934764B2 (en) | 2016-09-08 | 2021-03-02 | Magna Closures Inc. | Radar detection system for non-contact human activation of powered closure member |
| CN106405520B (en) * | 2016-09-30 | 2018-11-13 | 浙江大学 | Object of which movement mode identification method based on multichannel continuous wave Doppler radar |
| FR3058751B1 (en) * | 2016-11-17 | 2019-01-25 | Continental Automotive France | METHOD FOR DETECTING THE INTENTION TO LOCK OR UNLOCK A VEHICLE OF A MOTOR VEHICLE BY A USER AND DETECTION DEVICE THEREFOR |
| US10579150B2 (en) | 2016-12-05 | 2020-03-03 | Google Llc | Concurrent detection of absolute distance and relative movement for sensing action gestures |
| CN106843457B (en) * | 2016-12-09 | 2020-06-09 | 瑞声声学科技(深圳)有限公司 | Gesture recognition system and gesture recognition method adopting same |
| KR101892650B1 (en) * | 2017-02-15 | 2018-08-28 | (주)더블유알티랩 | Method and appratus for recognizing pointing position using radar |
| KR101883228B1 (en) | 2017-02-16 | 2018-07-30 | (주)더블유알티랩 | Method and Apparatus for Gesture Recognition |
| US10754005B2 (en) | 2017-05-31 | 2020-08-25 | Google Llc | Radar modulation for radar sensing using a wireless communication chipset |
| US20190049558A1 (en) * | 2017-08-08 | 2019-02-14 | KC Sense Limited | Hand Gesture Recognition System and Method |
| US10989803B1 (en) * | 2017-08-21 | 2021-04-27 | Massachusetts Institute Of Technology | Security protocol for motion tracking systems |
| US10914110B2 (en) | 2017-11-02 | 2021-02-09 | Magna Closures Inc. | Multifunction radar based detection system for a vehicle liftgate |
| US11875012B2 (en) | 2018-05-25 | 2024-01-16 | Ultrahaptics IP Two Limited | Throwable interface for augmented reality and virtual reality environments |
| US11579703B2 (en) * | 2018-06-18 | 2023-02-14 | Cognitive Systems Corp. | Recognizing gestures based on wireless signals |
| US10794997B2 (en) * | 2018-08-21 | 2020-10-06 | Google Llc | Smartphone-based power-efficient radar processing and memory provisioning for detecting gestures |
| US10890653B2 (en) | 2018-08-22 | 2021-01-12 | Google Llc | Radar-based gesture enhancement for voice interfaces |
| US10770035B2 (en) * | 2018-08-22 | 2020-09-08 | Google Llc | Smartphone-based radar system for facilitating awareness of user presence and orientation |
| US10698603B2 (en) | 2018-08-24 | 2020-06-30 | Google Llc | Smartphone-based radar system facilitating ease and accuracy of user interactions with displayed objects in an augmented-reality interface |
| EP3640674B1 (en) * | 2018-08-30 | 2023-11-01 | Guangdong Oppo Mobile Telecommunications Corp., Ltd. | Gesture recognition method, terminal, and storage medium |
| CN109144276A (en) * | 2018-09-28 | 2019-01-04 | 宁波视睿迪光电有限公司 | A kind of gesture identification equipment, method and system |
| US10788880B2 (en) | 2018-10-22 | 2020-09-29 | Google Llc | Smartphone-based radar system for determining user intention in a lower-power mode |
| US11126885B2 (en) | 2019-03-21 | 2021-09-21 | Infineon Technologies Ag | Character recognition in air-writing based on network of radars |
| US11194032B2 (en) * | 2019-03-22 | 2021-12-07 | Apple Inc. | Systems and methods for object detection by radio frequency systems |
| US11442550B2 (en) * | 2019-05-06 | 2022-09-13 | Samsung Electronics Co., Ltd. | Methods for gesture recognition and control |
| EP3991067B1 (en) | 2019-06-26 | 2025-02-26 | Google LLC | Radar-based authentication status feedback |
| JP7346595B2 (en) | 2019-07-26 | 2023-09-19 | グーグル エルエルシー | Context-sensitive control with radar-based gesture recognition |
| JP7316383B2 (en) | 2019-07-26 | 2023-07-27 | グーグル エルエルシー | Authentication management via IMU and radar |
| US11868537B2 (en) | 2019-07-26 | 2024-01-09 | Google Llc | Robust radar-based gesture-recognition by user equipment |
| US11385722B2 (en) | 2019-07-26 | 2022-07-12 | Google Llc | Robust radar-based gesture-recognition by user equipment |
| CN113853567B (en) | 2019-07-26 | 2024-03-29 | 谷歌有限责任公司 | IMU and radar based reduced state |
| US11080383B2 (en) * | 2019-08-09 | 2021-08-03 | BehavioSec Inc | Radar-based behaviometric user authentication |
| KR20220098805A (en) * | 2019-08-30 | 2022-07-12 | 구글 엘엘씨 | Input-mode notification for a multi-input node |
| US11467672B2 (en) | 2019-08-30 | 2022-10-11 | Google Llc | Context-sensitive control of radar-based gesture-recognition |
| KR102661485B1 (en) | 2019-08-30 | 2024-04-29 | 구글 엘엘씨 | Visual indicator for paused radar gestures |
| WO2021040745A1 (en) | 2019-08-30 | 2021-03-04 | Google Llc | Input methods for mobile devices |
| CN110597390B (en) * | 2019-09-12 | 2022-05-20 | Oppo广东移动通信有限公司 | Control method, electronic device and storage medium |
| KR102787798B1 (en) | 2019-10-24 | 2025-03-31 | 삼성전자주식회사 | Method for controlling camera and electronic device therefor |
| CN111258419B (en) * | 2020-01-09 | 2022-04-12 | Oppo广东移动通信有限公司 | Electronic device control method and apparatus, electronic device, computer-readable storage medium |
| US11467254B2 (en) * | 2020-02-27 | 2022-10-11 | Samsung Electronics Co., Ltd. | Method and apparatus of radar-based activity detection |
| WO2021237393A1 (en) * | 2020-05-25 | 2021-12-02 | Qualcomm Incorporated | Environment sensing using radio frequencies configured for wireless communication |
| CN111624572B (en) | 2020-05-26 | 2023-07-18 | 京东方科技集团股份有限公司 | Method and device for human hand and human gesture recognition |
| CN117222911A (en) * | 2021-05-24 | 2023-12-12 | 谷歌有限责任公司 | Radar API |
| US12026319B2 (en) | 2022-04-13 | 2024-07-02 | Samsung Electronics Co., Ltd. | Dynamic gesture recognition using mmWave radar |
| DE102022118048A1 (en) * | 2022-07-19 | 2024-02-08 | Huf Hülsbeck & Fürst Gmbh & Co. Kg | Method and device for detecting a user's activation action using radar waves |
| EP4321901B1 (en) * | 2022-08-11 | 2025-12-24 | Nxp B.V. | Target detection method and system |
| US20240248543A1 (en) * | 2023-01-24 | 2024-07-25 | Qualcomm Incorporated | Gesture control of a device |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2001016554A2 (en) | 1999-09-02 | 2001-03-08 | Mcewan Technologies, Llc | Ssb pulse doppler sensor and active reflector system |
| US6307952B1 (en) * | 1999-03-03 | 2001-10-23 | Disney Enterprises, Inc. | Apparatus for detecting guest interactions and method therefore |
| GB2423808A (en) * | 2005-03-04 | 2006-09-06 | Ford Global Tech Llc | Gesture controlled system for controlling vehicle accessories |
| US20070130547A1 (en) * | 2005-12-01 | 2007-06-07 | Navisense, Llc | Method and system for touchless user interface control |
| US20070195997A1 (en) * | 1999-08-10 | 2007-08-23 | Paul George V | Tracking and gesture recognition system particularly suited to vehicular control applications |
Family Cites Families (25)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6313825B1 (en) * | 1998-12-28 | 2001-11-06 | Gateway, Inc. | Virtual input device |
| JP2002358149A (en) | 2001-06-01 | 2002-12-13 | Sony Corp | User input device |
| CA2495014A1 (en) | 2002-08-09 | 2004-02-19 | Xyz Interactive Technologies Inc. | Method and apparatus for position sensing |
| US7486802B2 (en) | 2004-06-07 | 2009-02-03 | Ford Global Technologies Llc | Adaptive template object classification system with a template generator |
| US8381135B2 (en) | 2004-07-30 | 2013-02-19 | Apple Inc. | Proximity detector in handheld device |
| US7942744B2 (en) * | 2004-08-19 | 2011-05-17 | Igt | Virtual input system |
| US7199868B2 (en) * | 2004-11-02 | 2007-04-03 | Identix Incorporated | High performance fingerprint imaging system |
| JP4073450B2 (en) | 2005-08-18 | 2008-04-09 | 義隆電子股▲ふん▼有限公司 | Touch gesture detection method |
| US7414705B2 (en) * | 2005-11-29 | 2008-08-19 | Navisense | Method and system for range measurement |
| US7667646B2 (en) | 2006-02-21 | 2010-02-23 | Nokia Corporation | System and methods for direction finding using a handheld device |
| US20070222746A1 (en) | 2006-03-23 | 2007-09-27 | Accenture Global Services Gmbh | Gestural input for navigation and manipulation in virtual space |
| US8086971B2 (en) | 2006-06-28 | 2011-12-27 | Nokia Corporation | Apparatus, methods and computer program products providing finger-based and hand-based gesture commands for portable electronic device applications |
| US20080005015A1 (en) | 2006-06-29 | 2008-01-03 | Abadlia Houcine Z | System and method for aggregating mortgage and sales data for generating, assessing and qualifying mortgage leads |
| US8004454B2 (en) | 2006-11-17 | 2011-08-23 | Sony Ericsson Mobile Communications Ab | Mobile electronic device equipped with radar |
| US20080134102A1 (en) * | 2006-12-05 | 2008-06-05 | Sony Ericsson Mobile Communications Ab | Method and system for detecting movement of an object |
| US20080229255A1 (en) | 2007-03-15 | 2008-09-18 | Nokia Corporation | Apparatus, method and system for gesture detection |
| US20080280642A1 (en) | 2007-05-11 | 2008-11-13 | Sony Ericsson Mobile Communications Ab | Intelligent control of user interface according to movement |
| US8750971B2 (en) | 2007-05-24 | 2014-06-10 | Bao Tran | Wireless stroke monitoring |
| US20090017799A1 (en) | 2007-07-13 | 2009-01-15 | Sony Ericsson Mobile Communications Ab | System, device and method for transmitting a file by use of a throwing gesture to a mobile terminal |
| US20090054067A1 (en) | 2007-08-23 | 2009-02-26 | Telefonaktiebolaget Lm Ericsson (Publ) | System and method for gesture-based command and control of targets in wireless network |
| US8942764B2 (en) | 2007-10-01 | 2015-01-27 | Apple Inc. | Personal media device controlled via user initiated movements utilizing movement based interfaces |
| US8195220B2 (en) | 2008-02-01 | 2012-06-05 | Lg Electronics Inc. | User interface for mobile devices |
| US8423076B2 (en) | 2008-02-01 | 2013-04-16 | Lg Electronics Inc. | User interface for a mobile device |
| GB0806196D0 (en) | 2008-04-04 | 2008-05-14 | Elliptic Laboratories As | Multi-range object location estimation |
| US8786575B2 (en) | 2009-05-18 | 2014-07-22 | Empire Technology Development LLP | Touch-sensitive device and method |
-
2010
- 2010-01-26 US US12/693,667 patent/US9335825B2/en active Active
-
2011
- 2011-01-25 WO PCT/IB2011/050327 patent/WO2011092628A1/en not_active Ceased
- 2011-01-25 EP EP11736686.4A patent/EP2529286A4/en not_active Withdrawn
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6307952B1 (en) * | 1999-03-03 | 2001-10-23 | Disney Enterprises, Inc. | Apparatus for detecting guest interactions and method therefore |
| US20070195997A1 (en) * | 1999-08-10 | 2007-08-23 | Paul George V | Tracking and gesture recognition system particularly suited to vehicular control applications |
| WO2001016554A2 (en) | 1999-09-02 | 2001-03-08 | Mcewan Technologies, Llc | Ssb pulse doppler sensor and active reflector system |
| GB2423808A (en) * | 2005-03-04 | 2006-09-06 | Ford Global Tech Llc | Gesture controlled system for controlling vehicle accessories |
| US20070130547A1 (en) * | 2005-12-01 | 2007-06-07 | Navisense, Llc | Method and system for touchless user interface control |
Also Published As
| Publication number | Publication date |
|---|---|
| US20110181509A1 (en) | 2011-07-28 |
| EP2529286A1 (en) | 2012-12-05 |
| EP2529286A4 (en) | 2016-03-02 |
| US9335825B2 (en) | 2016-05-10 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| US9335825B2 (en) | Gesture control | |
| US20110181510A1 (en) | Gesture Control | |
| EP2820536B1 (en) | Gesture detection based on information from multiple types of sensors | |
| EP3497546B1 (en) | Radar-based gestural interface | |
| US20160224235A1 (en) | Touchless user interfaces | |
| EP2911149B1 (en) | Determination of an operational directive based at least in part on a spatial audio property | |
| KR102127640B1 (en) | Portable teriminal and sound output apparatus and method for providing locations of sound sources in the portable teriminal | |
| CN106708254B (en) | Detector | |
| US20120280900A1 (en) | Gesture recognition using plural sensors | |
| US20180224980A1 (en) | Radar-Based System for Sensing Touch and In-the-Air Interactions | |
| CN109240551B (en) | Method for controlling electronic device by using gestures and related product | |
| CN110519450B (en) | Ultrasonic processing method, ultrasonic processing device, electronic device, and computer-readable medium | |
| US11693484B2 (en) | Device control method, electronic device, and storage medium | |
| CN110505341A (en) | Terminal control method, device, mobile terminal and storage medium | |
| CN108920052B (en) | Page Display Control Method and Related Products | |
| CN111970593A (en) | Wireless earphone control method and device and wireless earphone | |
| US12548574B2 (en) | Apparatus for implementing speaker diarization model, method of speaker diarization, and portable terminal including the apparatus | |
| CN111599273A (en) | Display screen control method and device, terminal equipment and storage medium | |
| US10345331B2 (en) | Mobile electronic device, control method and non-transitory storage medium that stores control program | |
| CN110535535B (en) | Ultrasonic calibration method, device, mobile terminal and storage medium | |
| EP2948830A1 (en) | Iimproved tracking of an object for controlling a touchless user interface | |
| TW202433241A (en) | Gesture control of a device |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| 121 | Ep: the epo has been informed by wipo that ep was designated in this application |
Ref document number: 11736686 Country of ref document: EP Kind code of ref document: A1 |
|
| NENP | Non-entry into the national phase |
Ref country code: DE |
|
| WWE | Wipo information: entry into national phase |
Ref document number: 2011736686 Country of ref document: EP |