CN106908822A - Unmanned plane positioning changing method, device and unmanned plane - Google Patents
Unmanned plane positioning changing method, device and unmanned plane Download PDFInfo
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- 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
- G01S19/00—Satellite radio beacon positioning systems; Determining position, velocity or attitude using signals transmitted by such systems
- G01S19/38—Determining a navigation solution using signals transmitted by a satellite radio beacon positioning system
- G01S19/39—Determining a navigation solution using signals transmitted by a satellite radio beacon positioning system the satellite radio beacon positioning system transmitting time-stamped messages, e.g. GPS [Global Positioning System], GLONASS [Global Orbiting Navigation Satellite System] or GALILEO
- G01S19/42—Determining position
- G01S19/48—Determining position by combining or switching between position solutions derived from the satellite radio beacon positioning system and position solutions derived from a further system
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- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
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Abstract
本发明公开一种无人机定位切换方法、装置和无人机,涉及无人机领域。其中通过检测无人机的当前高度,若当前高度在大于第一门限值且小于第二门限值的范围内,则将GPS提供的第一位置信息以及辅助定位系统提供的第二位置信息进行加权处理,以作为无人机的位置信息,其中第一门限值小于第二门限值。通过在预定范围内将GPS定位和辅助定位进行数据融合,从而有助于在定位方式切换前后无人机所使用的定位数据平滑过度,从而在保证定位精度的同时避免定位数据发生较大抖动,确保了无人机的飞行安全。
The invention discloses an unmanned aerial vehicle positioning switching method, a device and an unmanned aerial vehicle, and relates to the field of unmanned aerial vehicles. Wherein by detecting the current height of the UAV, if the current height is within the range greater than the first threshold and less than the second threshold, the first position information provided by GPS and the second position information provided by the auxiliary positioning system Weighting processing is performed to serve as the position information of the drone, wherein the first threshold value is smaller than the second threshold value. By fusing the data of GPS positioning and assisted positioning within a predetermined range, it helps the positioning data used by the drone to transition smoothly before and after the switching of the positioning mode, thereby ensuring the positioning accuracy while avoiding large jitters in the positioning data. The flight safety of the UAV is ensured.
Description
技术领域technical field
本发明涉及无人机领域,特别涉及一种无人机定位切换方法、装置和无人机。The invention relates to the field of unmanned aerial vehicles, in particular to a positioning switching method and device for an unmanned aerial vehicle and an unmanned aerial vehicle.
背景技术Background technique
传统的无人机定位通常采用GPS(Global Positioning System,全球定位系统)定位来实现。然而,在距离地面比较近的地方(比如无人机起降点),GPS信号很容易受到周边物体的遮挡,导致定位不准确,即便采用精度较高的差分GPS技术,这个问题也无法避免。因此仅依靠GPS定位无法满足无人机的定位要求。Traditional UAV positioning is usually implemented by GPS (Global Positioning System, Global Positioning System) positioning. However, in places relatively close to the ground (such as drone takeoff and landing points), GPS signals are easily blocked by surrounding objects, resulting in inaccurate positioning. Even if the differential GPS technology with high precision is used, this problem cannot be avoided. Therefore, only relying on GPS positioning cannot meet the positioning requirements of UAVs.
随着室内无线定位技术的发展,其精度可达到厘米级别。因此可在无人机位于起降点附近时提供高精度的定位服务。With the development of indoor wireless positioning technology, its accuracy can reach centimeter level. Therefore, high-precision positioning services can be provided when the drone is near the take-off and landing point.
目前无人机在使用辅助定位系统时,通常采用简单切换的方式,即在某个设定的高度以下采用辅助定位系统,在该高度以上采用GPS定位。然而,由于GPS定位和辅助定位之间存在一定的偏差,因此在采用这种切换方式的前后,无人机所使用的定位数据会发生较大抖动,这给无人机的飞行安全带来了隐患。At present, when the UAV uses the auxiliary positioning system, it usually adopts a simple switching method, that is, the auxiliary positioning system is used below a certain set height, and the GPS positioning is used above the height. However, since there is a certain deviation between GPS positioning and assisted positioning, the positioning data used by the UAV will jitter greatly before and after this switching method is adopted, which brings great risks to the flight safety of the UAV. Hidden danger.
发明内容Contents of the invention
本发明实施例提供一种无人机定位切换方法、装置和无人机,通过在预定范围内将GPS定位和辅助定位进行数据融合,从而有助于在定位方式切换前后无人机所使用的定位数据平滑过度,从而在保证定位精度的同时避免定位数据发生较大抖动,确保了无人机的飞行安全。Embodiments of the present invention provide a UAV positioning switching method, device, and UAV. By merging GPS positioning and auxiliary positioning data within a predetermined range, it is helpful to use the UAV before and after switching the positioning mode. The positioning data is smooth and excessive, so as to ensure the positioning accuracy while avoiding large jitter of the positioning data, ensuring the flight safety of the drone.
根据本发明的一个方面,提供一种无人机定位切换方法,包括:According to one aspect of the present invention, there is provided a method for positioning switching of drones, including:
检测无人机的当前高度;Detect the current altitude of the drone;
若当前高度在大于第一门限值且小于第二门限值的范围内,则将全球定位系统GPS提供的第一位置信息以及辅助定位系统提供的第二位置信息进行加权处理,以作为无人机的位置信息,其中第一门限值小于第二门限值。If the current height is within the range greater than the first threshold value and less than the second threshold value, the first position information provided by the global positioning system GPS and the second position information provided by the assisted positioning system are weighted to be used as The location information of the man-machine, wherein the first threshold value is smaller than the second threshold value.
在一个实施例中,若当前高度不大于第一门限值,则将辅助定位系统提供的第二位置信息作为无人机的位置信息。In one embodiment, if the current altitude is not greater than the first threshold value, the second location information provided by the auxiliary positioning system is used as the location information of the drone.
在一个实施例中,若当前高度不小于第二门限值,则将GPS提供的第一位置信息作为无人机的位置信息。In one embodiment, if the current altitude is not less than the second threshold value, the first location information provided by the GPS is used as the location information of the drone.
在一个实施例中,将全球定位系统GPS提供的第一位置信息以及辅助定位系统提供的第二位置信息进行加权处理包括:In one embodiment, performing weighting processing on the first position information provided by the global positioning system GPS and the second position information provided by the assisted positioning system includes:
确定GPS所提供第一位置信息的第一定位权重以及辅助定位系统所提供第二位置信息的第二定位权重;determining a first positioning weight of the first position information provided by the GPS and a second positioning weight of the second position information provided by the assisted positioning system;
利用第一定位权重和第二定位权重,计算第一位置信息和第二位置的加权和。A weighted sum of the first position information and the second position is calculated by using the first positioning weight and the second positioning weight.
在一个实施例中,确定GPS所提供第一位置信息的第一定位权重以及辅助定位系统所提供第二位置信息的第二定位权重包括:In one embodiment, determining the first positioning weight of the first location information provided by the GPS and the second positioning weight of the second location information provided by the auxiliary positioning system includes:
计算GPS定位误差;Calculate GPS positioning error;
利用GPS定位误差获得归一化的第一定位精度;Using the GPS positioning error to obtain a normalized first positioning accuracy;
利用辅助定位系统所提供第二位置信息的信号质量信息获得归一化的第二定位精度;Obtaining a normalized second positioning accuracy by using the signal quality information of the second position information provided by the assisted positioning system;
将第一定位精度与第一定位精度加第二定位精度之和的比值作为第一定位权重;Using the ratio of the first positioning accuracy to the sum of the first positioning accuracy plus the second positioning accuracy as the first positioning weight;
将第二定位精度与第一定位精度加第二定位精度之和的比值作为第二定位权重。The ratio of the second positioning accuracy to the sum of the first positioning accuracy plus the second positioning accuracy is used as the second positioning weight.
在一个实施例中,计算GPS定位误差包括:In one embodiment, calculating the GPS positioning error includes:
从卫星接收水平分量定位精度因子、垂直分量定位精度因子以及钟差精度因子;Receive the horizontal component positioning precision factor, the vertical component positioning precision factor and the clock error precision factor from the satellite;
将水平分量定位精度因子、垂直分量定位精度因子以及钟差精度因子的平方和的算术平方根作为GPS定位误差。The arithmetic square root of the square sum of the horizontal component positioning precision factor, the vertical component positioning precision factor and the clock error precision factor is taken as the GPS positioning error.
在一个实施例中,利用GPS定位误差获得归一化的第一定位精度包括:In one embodiment, using the GPS positioning error to obtain the normalized first positioning accuracy includes:
将GPS定位误差的倒数进行归一化操作,以得到归一化的第一定位精度。The reciprocal of the GPS positioning error is normalized to obtain a normalized first positioning accuracy.
根据本发明的另一方面,提供一种无人机定位切换装置,包括:According to another aspect of the present invention, there is provided a UAV positioning switching device, comprising:
信息接收模块,用于接收全球定位系统GPS提供的第一位置信息以及辅助定位系统提供的第二位置信息;An information receiving module, configured to receive the first location information provided by the global positioning system GPS and the second location information provided by the assisted positioning system;
高度检测模块,用于检测无人机的当前高度;The height detection module is used to detect the current height of the drone;
高度识别模块,用于判断当前高度是否在大于第一门限值且小于第二门限值的范围内,其中第一门限值小于第二门限值;An altitude identification module, configured to determine whether the current altitude is within a range greater than the first threshold and less than the second threshold, wherein the first threshold is less than the second threshold;
第一定位模块,用于根据高度识别模块的判断结果,若当前高度在大于第一门限值且小于第二门限值的范围内,则将全球定位系统GPS提供的第一位置信息以及辅助定位系统提供的第二位置信息进行加权处理,以作为无人机的位置信息。The first positioning module is used to use the first position information provided by the global positioning system GPS and the auxiliary The second position information provided by the positioning system is weighted and used as the position information of the drone.
在一个实施例中,第二定位模块,用于根据高度识别模块的判断结果,若当前高度不大于第一门限值,则将辅助定位系统提供的第二位置信息作为无人机的位置信息。In one embodiment, the second positioning module is configured to use the second position information provided by the auxiliary positioning system as the position information of the drone if the current height is not greater than the first threshold value according to the judgment result of the height identification module .
在一个实施例中,第三定位模块,用于根据高度识别模块的判断结果,若当前高度不小于第二门限值,则将GPS提供的第一位置信息作为无人机的位置信息。In one embodiment, the third positioning module is configured to use the first location information provided by GPS as the location information of the drone if the current altitude is not less than the second threshold according to the judgment result of the altitude identification module.
在一个实施例中,第一定位模块包括:In one embodiment, the first positioning module includes:
权重确定单元,用于确定GPS所提供第一位置信息的第一定位权重以及辅助定位系统所提供第二位置信息的第二定位权重;a weight determining unit, configured to determine a first positioning weight of the first position information provided by the GPS and a second positioning weight of the second position information provided by the auxiliary positioning system;
加权和计算单元,用于利用第一定位权重和第二定位权重,计算第一位置信息和第二位置的加权和。A weighted sum calculation unit, configured to use the first positioning weight and the second positioning weight to calculate the weighted sum of the first position information and the second position.
在一个实施例中,权重确定单元具体计算GPS定位误差,利用GPS定位误差获得归一化的第一定位精度,利用辅助定位系统所提供第二位置信息的信号质量信息获得归一化的第二定位精度,将第一定位精度与第一定位精度加第二定位精度之和的比值作为第一定位权重,将第二定位精度与第一定位精度加第二定位精度之和的比值作为第二定位权重。In one embodiment, the weight determination unit specifically calculates the GPS positioning error, uses the GPS positioning error to obtain the normalized first positioning accuracy, and uses the signal quality information of the second position information provided by the auxiliary positioning system to obtain the normalized second For positioning accuracy, the ratio of the first positioning accuracy to the sum of the first positioning accuracy plus the second positioning accuracy is used as the first positioning weight, and the ratio of the second positioning accuracy to the sum of the first positioning accuracy plus the second positioning accuracy is used as the second Positioning weight.
在一个实施例中,权重确定单元具体从卫星接收水平分量定位精度因子、垂直分量定位精度因子以及钟差精度因子,将水平分量定位精度因子、垂直分量定位精度因子以及钟差精度因子的平方和的算术平方根作为GPS定位误差。In one embodiment, the weight determination unit specifically receives the horizontal component positioning precision factor, the vertical component positioning precision factor and the clock difference precision factor from the satellite, and the square sum of the horizontal component positioning precision factor, the vertical component positioning precision factor and the clock difference precision factor The arithmetic square root of is used as the GPS positioning error.
在一个实施例中,权重确定单元具体将GPS定位误差的倒数进行归一化操作,以得到归一化的第一定位精度。In one embodiment, the weight determination unit specifically performs a normalization operation on the reciprocal of the GPS positioning error to obtain a normalized first positioning accuracy.
根据本发明的另一方面,提供一种无人机定位切换装置,包括:According to another aspect of the present invention, there is provided a UAV positioning switching device, comprising:
存储器;以及storage; and
耦接至存储器的处理器,处理器被配置为基于存储在存储器中的指令,执行如上述任一实施例涉及的无人机定位切换方法。A processor coupled to the memory, and the processor is configured to execute the UAV positioning switching method according to any one of the above embodiments based on the instructions stored in the memory.
根据本发明的另一方面,提供一种无人机,包括如上述任一实施例涉及的无人机定位切换装置。According to another aspect of the present invention, there is provided a drone, including the drone positioning switching device according to any one of the above embodiments.
根据本发明的另一方面,提供一种计算机可读存储介质,其中计算机可读存储介质存储有计算机指令,指令被处理器执行时实现如上述任一实施例涉及的无人机定位切换方法。According to another aspect of the present invention, a computer-readable storage medium is provided, wherein the computer-readable storage medium stores computer instructions, and when the instructions are executed by a processor, the UAV positioning switching method involved in any of the above embodiments is implemented.
通过以下参照附图对本发明的示例性实施例的详细描述,本发明的其它特征及其优点将会变得清楚。Other features of the present invention and advantages thereof will become apparent from the following detailed description of exemplary embodiments of the present invention with reference to the accompanying drawings.
附图说明Description of drawings
为了更清楚地说明本发明实施例或现有技术中的技术方案,下面将对实施例或现有技术描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图仅仅是本发明的一些实施例,对于本领域普通技术人员来讲,在不付出创造性劳动性的前提下,还可以根据这些附图获得其他的附图。In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the following will briefly introduce the drawings that need to be used in the description of the embodiments or the prior art. Obviously, the accompanying drawings in the following description are only These are some embodiments of the present invention. For those skilled in the art, other drawings can also be obtained according to these drawings on the premise of not paying creative efforts.
图1为本发明无人机定位切换方法一个实施例的示意图。Fig. 1 is a schematic diagram of an embodiment of the UAV positioning switching method of the present invention.
图2为本发明无人机定位切换方法另一实施例的示意图。Fig. 2 is a schematic diagram of another embodiment of the UAV positioning switching method according to the present invention.
图3为本发明加权处理一个实施例的示意图。Fig. 3 is a schematic diagram of an embodiment of the weighting process of the present invention.
图4为本发明无人机定位切换装置一个实施例的示意图。Fig. 4 is a schematic diagram of an embodiment of the UAV positioning switching device of the present invention.
图5为本发明无人机定位切换装置另一实施例的示意图。Fig. 5 is a schematic diagram of another embodiment of the UAV positioning switching device of the present invention.
图6为本发明第一定位模块一个实施例的示意图。Fig. 6 is a schematic diagram of an embodiment of the first positioning module of the present invention.
图7为本发明无人机定位切换装置又一实施例的示意图。Fig. 7 is a schematic diagram of another embodiment of the UAV positioning switching device of the present invention.
图8为本发明无人机一个实施例的示意图。Fig. 8 is a schematic diagram of an embodiment of the drone of the present invention.
具体实施方式detailed description
下面将结合本发明实施例中的附图,对本发明实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例仅仅是本发明一部分实施例,而不是全部的实施例。以下对至少一个示例性实施例的描述实际上仅仅是说明性的,决不作为对本发明及其应用或使用的任何限制。基于本发明中的实施例,本领域普通技术人员在没有作出创造性劳动前提下所获得的所有其他实施例,都属于本发明保护的范围。The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. The following description of at least one exemplary embodiment is merely illustrative in nature and in no way taken as limiting the invention, its application or uses. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.
除非另外具体说明,否则在这些实施例中阐述的部件和步骤的相对布置、数字表达式和数值不限制本发明的范围。The relative arrangements of components and steps, numerical expressions and numerical values set forth in these embodiments do not limit the scope of the present invention unless specifically stated otherwise.
同时,应当明白,为了便于描述,附图中所示出的各个部分的尺寸并不是按照实际的比例关系绘制的。At the same time, it should be understood that, for the convenience of description, the sizes of the various parts shown in the drawings are not drawn according to the actual proportional relationship.
对于相关领域普通技术人员已知的技术、方法和设备可能不作详细讨论,但在适当情况下,所述技术、方法和设备应当被视为授权说明书的一部分。Techniques, methods and devices known to those of ordinary skill in the relevant art may not be discussed in detail, but where appropriate, such techniques, methods and devices should be considered part of the Authorized Specification.
在这里示出和讨论的所有示例中,任何具体值应被解释为仅仅是示例性的,而不是作为限制。因此,示例性实施例的其它示例可以具有不同的值。In all examples shown and discussed herein, any specific values should be construed as illustrative only, and not as limiting. Therefore, other examples of the exemplary embodiment may have different values.
应注意到:相似的标号和字母在下面的附图中表示类似项,因此,一旦某一项在一个附图中被定义,则在随后的附图中不需要对其进行进一步讨论。It should be noted that like numerals and letters denote like items in the following figures, therefore, once an item is defined in one figure, it does not require further discussion in subsequent figures.
图1为本发明无人机定位切换方法一个实施例的示意图。可选地,本实施例的方法步骤可由无人机定位切换装置执行。其中:Fig. 1 is a schematic diagram of an embodiment of the UAV positioning switching method of the present invention. Optionally, the method steps of this embodiment may be performed by the UAV positioning switching device. in:
步骤101,检测无人机的当前高度。Step 101, detecting the current height of the drone.
例如,无人机可根据定位信号确定当前高度。由于如何确定无人机的当前高度并不是本发明的发明点所在,因此这里不展开描述。For example, a drone can determine its current altitude from a positioning signal. Since how to determine the current height of the UAV is not the point of the invention of the present invention, it will not be described here.
步骤102,若当前高度在大于第一门限值且小于第二门限值的范围内,则将全球定位系统GPS提供的第一位置信息以及辅助定位系统提供的第二位置信息进行加权处理,以作为无人机的位置信息,其中第一门限值小于第二门限值。Step 102, if the current height is within the range greater than the first threshold and less than the second threshold, weighting the first position information provided by the global positioning system GPS and the second position information provided by the assisted positioning system, as the position information of the drone, wherein the first threshold value is smaller than the second threshold value.
其中,辅助定位系统可以为无线定位系统,例如蓝牙定位系统、无线局域网定位系统或者窄带宽定位系统。辅助定位系统还可以为视觉辅助定位系统。Wherein, the auxiliary positioning system may be a wireless positioning system, such as a Bluetooth positioning system, a wireless local area network positioning system, or a narrow bandwidth positioning system. The assisted positioning system can also be a visual assisted positioning system.
例如,可以根据公式(1)进行加权处理。For example, weighting processing can be performed according to formula (1).
P=Qg×Pg+Qw×Pw(1)P=Qg×Pg+Qw×Pw(1)
其中,P表示加权处理后的无人机的位置,Pg表示GPS提供的第一位置信息,Pw表示辅助定位系统提供的第二位置信息,Qg表示GPS的定位权重,Qw表示辅助定位系统的定位权重。Among them, P represents the position of the UAV after weighting processing, Pg represents the first position information provided by GPS, Pw represents the second position information provided by the auxiliary positioning system, Qg represents the positioning weight of GPS, and Qw represents the positioning of the auxiliary positioning system Weights.
基于本发明上述实施例提供的无人机定位切换方法,通过在预定范围内将GPS定位和辅助定位进行数据融合,从而有助于在定位方式切换前后无人机所使用的定位数据平滑过度,从而在保证定位精度的同时避免定位数据发生较大抖动,确保了无人机的飞行安全。Based on the UAV positioning switching method provided by the above-mentioned embodiments of the present invention, by performing data fusion of GPS positioning and assisted positioning within a predetermined range, the positioning data used by the UAV before and after switching the positioning mode is facilitated. Therefore, while ensuring the positioning accuracy, large jitter of the positioning data is avoided, and the flight safety of the UAV is ensured.
图2为本发明无人机定位切换方法另一实施例的示意图。可选地,本实施例的方法步骤可由无人机定位切换装置执行。其中:Fig. 2 is a schematic diagram of another embodiment of the UAV positioning switching method according to the present invention. Optionally, the method steps of this embodiment may be performed by the UAV positioning switching device. in:
步骤201,检测无人机的当前高度。Step 201, detecting the current altitude of the drone.
步骤202,判断当前高度是否大于第一门限值。若当前高度不大于第一门限值,则执行步骤203;若当前高度大于第一门限值,则执行步骤204。Step 202, judging whether the current altitude is greater than a first threshold. If the current altitude is not greater than the first threshold value, execute step 203; if the current altitude is greater than the first threshold value, execute step 204.
步骤203,将辅助定位系统提供的第二位置信息作为无人机的位置信息。Step 203, using the second location information provided by the auxiliary positioning system as the location information of the drone.
步骤204,判断当前高度是否小于第二门限值。其中第一门限值小于第二门限值。若当前高度不小于第二门限值,则执行步骤205;若当前高度小于第二门限值,则执行步骤206。Step 204, judging whether the current height is less than a second threshold. Wherein the first threshold value is smaller than the second threshold value. If the current altitude is not less than the second threshold value, execute step 205; if the current altitude is less than the second threshold value, execute step 206.
步骤205,将GPS提供的第一位置信息作为无人机的位置信息。Step 205, using the first location information provided by the GPS as the location information of the drone.
步骤206,将GPS提供的第一位置信息以及辅助定位系统提供的第二位置信息进行加权处理,以作为无人机的位置信息。Step 206 , weighting the first position information provided by the GPS and the second position information provided by the auxiliary positioning system to be the position information of the drone.
上述将全球定位系统GPS提供的第一位置信息以及辅助定位系统提供的第二位置信息进行加权处理的步骤如图3所示。The steps of weighting the first location information provided by the global positioning system GPS and the second location information provided by the auxiliary positioning system are shown in FIG. 3 .
步骤301,确定GPS所提供第一位置信息的第一定位权重以及辅助定位系统所提供第二位置信息的第二定位权重。Step 301, determining a first positioning weight of the first position information provided by the GPS and a second positioning weight of the second position information provided by the auxiliary positioning system.
可选地,可通过计算GPS定位误差,利用GPS定位误差获得归一化的第一定位精度;利用辅助定位系统所提供第二位置信息的信号质量信息获得归一化的第二定位精度。Optionally, by calculating the GPS positioning error, the normalized first positioning accuracy can be obtained by using the GPS positioning error; and the normalized second positioning accuracy can be obtained by using the signal quality information of the second position information provided by the auxiliary positioning system.
例如,可将GPS定位误差的倒数进行归一化操作,以得到归一化的第一定位精度。For example, the reciprocal of the GPS positioning error may be normalized to obtain a normalized first positioning accuracy.
例如,可从卫星接收水平分量定位精度因子、垂直分量定位精度因子以及钟差精度因子,将水平分量定位精度因子、垂直分量定位精度因子以及钟差精度因子的平方和的算术平方根作为GPS定位误差。For example, the horizontal component positioning precision factor, the vertical component positioning precision factor, and the clock error precision factor can be received from the satellite, and the arithmetic square root of the square sum of the horizontal component positioning precision factor, the vertical component positioning precision factor, and the clock error precision factor can be used as the GPS positioning error .
将第一定位精度与第一定位精度加第二定位精度之和的比值作为第一定位权重,将第二定位精度与第一定位精度加第二定位精度之和的比值作为第二定位权重。The ratio of the first positioning accuracy to the sum of the first positioning accuracy plus the second positioning accuracy is used as the first positioning weight, and the ratio of the second positioning accuracy to the sum of the first positioning accuracy plus the second positioning accuracy is used as the second positioning weight.
步骤302,利用第一定位权重和第二定位权重,计算第一位置信息和第二位置的加权和。Step 302, using the first positioning weight and the second positioning weight to calculate a weighted sum of the first position information and the second position.
例如,无人机可以从卫星获得HDOP(horizontal dilution of precision,水平分量精度因子)、VDOP(vertical dilution of precision,垂直分量定位精度因子)以及TDOP(time dilution of precision)钟差精度因子。其中,HDOP表示GPS系统在水平方向的定位误差,VDOP表示GPS系统在垂直方向的定位误差,TDOP表示无人机时表偏移误差。无人机根据公式(2)计算PDOP(position dilution of precision,三维位置精度因子),并进一步根据公式(3)计算GPS定位误差GDOP,即,将水平分量定位精度因子、垂直分量定位精度因子以及钟差精度因子的平方和的算术平方根作为GPS定位误差,其中,GDOP可以反映GPS的定位精度。For example, UAVs can obtain HDOP (horizontal dilution of precision, horizontal component precision factor), VDOP (vertical dilution of precision, vertical component positioning precision factor) and TDOP (time dilution of precision) clock error precision factor from satellites. Among them, HDOP represents the positioning error of the GPS system in the horizontal direction, VDOP represents the positioning error of the GPS system in the vertical direction, and TDOP represents the offset error of the UAV timetable. The UAV calculates PDOP (position dilution of precision, three-dimensional position precision factor) according to the formula (2), and further calculates the GPS positioning error GDOP according to the formula (3), that is, the horizontal component positioning precision factor, the vertical component positioning precision factor and The arithmetic square root of the sum of the squares of clock error precision factors is regarded as the GPS positioning error, among which, GDOP can reflect the positioning accuracy of GPS.
HDOP2+VDOP2=PDOP2 (2)HDOP 2 +VDOP 2 = PDOP 2 (2)
PDOP2+TDOP2=GDOP2 (3)PDOP 2 + TDOP 2 = GDOP 2 (3)
通过对GDOP取倒数并归一化,得到归一化GPS定位精度G′。此外,无人机对辅助定位系统信号质量信息进行归一化操作,得到归一化辅助定位精度R′。By taking the reciprocal of GDOP and normalizing it, the normalized GPS positioning accuracy G' is obtained. In addition, the UAV performs a normalization operation on the signal quality information of the auxiliary positioning system to obtain the normalized auxiliary positioning accuracy R′.
接下来,可根据公式(4)和公式(5)确定GPS的定位权重Qg以及辅助定位系统的定位权重Qw。Next, the positioning weight Qg of the GPS and the positioning weight Qw of the auxiliary positioning system can be determined according to formula (4) and formula (5).
Qg=G′/(G′+R′) (4)Qg=G'/(G'+R') (4)
Qw=R′/(G′+R′) (5)Qw=R'/(G'+R') (5)
通过上述公式可知,GPS的定位权重Qg以及辅助定位系统的定位权重Qw会随着归一化GPS定位精度G′和归一化辅助定位精度R′的变化而变化。It can be seen from the above formula that the positioning weight Qg of GPS and the positioning weight Qw of the auxiliary positioning system will change with the change of the normalized GPS positioning accuracy G′ and the normalized auxiliary positioning accuracy R′.
例如,在无人机的起飞过程中,在地面附近时的辅助定位系统信号强度较强,提供的位置准确性高,因此定位权重Qw较大。随着无人机距离地面高度的增加,辅助定位系统信号逐渐减弱,可信度降低。相对而言,由于环境逐渐变得开阔,GPS信号质量逐渐变好,GPS定位权重Qg增加。当无人机达到一定的高度,就可平滑过渡到仅使用GPS定位。因此伴随着无人机起飞过程,实现了从辅助定位系统逐渐切换到GPS的过程。反之,在降落过程中辅助定位系统的权重也会逐步增加,在无人机低于预定高度后,就会平滑过渡到仅利用辅助定位系统进行定位。For example, during the take-off process of the UAV, the signal strength of the auxiliary positioning system near the ground is relatively strong, and the location accuracy provided is high, so the positioning weight Qw is relatively large. As the height of the UAV from the ground increases, the signal of the auxiliary positioning system gradually weakens, and the reliability decreases. Relatively speaking, as the environment gradually becomes more open, the GPS signal quality gradually improves, and the GPS positioning weight Qg increases. When the drone reaches a certain altitude, it can smoothly transition to GPS positioning only. Therefore, along with the take-off process of the UAV, the process of gradually switching from the auxiliary positioning system to GPS has been realized. Conversely, the weight of the auxiliary positioning system will gradually increase during the landing process. After the drone is lower than the predetermined height, it will smoothly transition to only using the auxiliary positioning system for positioning.
由此,可有助于在定位方式切换前后无人机所使用的定位数据平滑过度,从而在保证定位精度的同时避免定位数据发生较大抖动,确保了无人机的飞行安全。As a result, the positioning data used by the UAV can be smoothly transitioned before and after the switching of the positioning mode, thereby ensuring the positioning accuracy while avoiding large jitters in the positioning data and ensuring the flight safety of the UAV.
根据实际情况统计,采用本实施例提供的方法可以显著提高无人机的定位准确性,无人机的理想定位精度可以达到10cm以内,平均定位精度可以达到20cm以内。According to actual statistics, the method provided in this embodiment can significantly improve the positioning accuracy of the drone. The ideal positioning accuracy of the drone can reach within 10 cm, and the average positioning accuracy can reach within 20 cm.
图4为本发明无人机定位切换装置一个实施例的示意图。其中,无人机定位切换装置可包括信息接收模块401、高度检测模块402、高度识别模块403和第一定位模块404,其中:Fig. 4 is a schematic diagram of an embodiment of the UAV positioning switching device of the present invention. Wherein, the drone positioning switching device may include an information receiving module 401, a height detection module 402, a height identification module 403 and a first positioning module 404, wherein:
信息接收模块401用于接收全球定位系统GPS提供的第一位置信息以及辅助定位系统提供的第二位置信息。The information receiving module 401 is used for receiving the first location information provided by the global positioning system GPS and the second location information provided by the auxiliary positioning system.
高度检测模块402用于检测无人机的当前高度。The altitude detection module 402 is used to detect the current altitude of the drone.
高度识别模块403用于判断当前高度是否在大于第一门限值且小于第二门限值的范围内,其中第一门限值小于第二门限值。The altitude identification module 403 is used to determine whether the current altitude is within a range greater than a first threshold and less than a second threshold, wherein the first threshold is smaller than the second threshold.
第一定位模块404用于根据高度识别模块403的判断结果,若当前高度在大于第一门限值且小于第二门限值的范围内,则将全球定位系统GPS提供的第一位置信息以及辅助定位系统提供的第二位置信息进行加权处理,以作为无人机的位置信息。The first positioning module 404 is configured to use the first position information provided by the global positioning system GPS and The second position information provided by the auxiliary positioning system is weighted and used as the position information of the drone.
基于本发明上述实施例提供的无人机定位切换装置,通过在预定范围内将GPS定位和辅助定位进行数据融合,从而有助于在定位方式切换前后无人机所使用的定位数据平滑过度,从而在保证定位精度的同时避免定位数据发生较大抖动,确保了无人机的飞行安全。Based on the UAV positioning switching device provided by the above-mentioned embodiments of the present invention, by performing data fusion of GPS positioning and auxiliary positioning within a predetermined range, it helps to smooth the positioning data used by the UAV before and after switching the positioning mode, Therefore, while ensuring the positioning accuracy, large jitter of the positioning data is avoided, and the flight safety of the UAV is ensured.
图5为本发明无人机定位切换装置另一实施例的示意图。与图4所示实施例相比,在图5所示实施例中,除包括信息接收模块501、高度检测模块502、高度识别模块503和第一定位模块504之外,还包括第二定位模块505和第三定位模块506。其中:Fig. 5 is a schematic diagram of another embodiment of the UAV positioning switching device of the present invention. Compared with the embodiment shown in Figure 4, in the embodiment shown in Figure 5, in addition to including the information receiving module 501, the height detection module 502, the height identification module 503 and the first positioning module 504, it also includes a second positioning module 505 and a third positioning module 506. in:
第二定位模块505用于根据高度识别模块503的判断结果,若当前高度不大于第一门限值,则将辅助定位系统提供的第二位置信息作为无人机的位置信息。The second positioning module 505 is configured to use the second position information provided by the auxiliary positioning system as the position information of the drone if the current height is not greater than the first threshold according to the judgment result of the height identification module 503 .
第三定位模块506用于根据高度识别模块503的判断结果,若当前高度不小于第二门限值,则将GPS提供的第一位置信息作为无人机的位置信息。The third positioning module 506 is configured to use the first location information provided by GPS as the location information of the drone if the current altitude is not less than the second threshold according to the judgment result of the altitude identification module 503 .
如图6所示,在上述实施例中,第一定位模块404、504可进一步包括权重确定单元601和加权和计算单元602,其中:As shown in FIG. 6, in the above embodiment, the first positioning module 404, 504 may further include a weight determination unit 601 and a weighted sum calculation unit 602, wherein:
权重确定单元601用于确定GPS所提供第一位置信息的第一定位权重以及辅助定位系统所提供第二位置信息的第二定位权重。The weight determining unit 601 is configured to determine a first positioning weight of the first position information provided by the GPS and a second positioning weight of the second position information provided by the auxiliary positioning system.
可选地,权重确定单元601具体计算GPS定位误差,利用GPS定位误差获得归一化的第一定位精度,利用辅助定位系统所提供第二位置信息的信号质量信息获得归一化的第二定位精度,将第一定位精度与第一定位精度加第二定位精度之和的比值作为第一定位权重,将第二定位精度与第一定位精度加第二定位精度之和的比值作为第二定位权重。Optionally, the weight determination unit 601 specifically calculates the GPS positioning error, uses the GPS positioning error to obtain the normalized first positioning accuracy, and uses the signal quality information of the second position information provided by the auxiliary positioning system to obtain the normalized second positioning Accuracy, the ratio of the first positioning accuracy to the sum of the first positioning accuracy plus the second positioning accuracy is used as the first positioning weight, and the ratio of the second positioning accuracy to the sum of the first positioning accuracy plus the second positioning accuracy is used as the second positioning Weights.
其中,权重确定单元601可从卫星接收水平分量定位精度因子、垂直分量定位精度因子以及钟差精度因子,将水平分量定位精度因子、垂直分量定位精度因子以及钟差精度因子的平方和的算术平方根作为GPS定位误差。Among them, the weight determination unit 601 can receive the horizontal component positioning precision factor, the vertical component positioning precision factor and the clock difference precision factor from the satellite, and calculate the arithmetic square root of the square sum of the horizontal component positioning precision factor, the vertical component positioning precision factor and the clock difference precision factor as GPS positioning error.
此外,权重确定单元601还可将GPS定位误差的倒数进行归一化操作,以得到归一化的第一定位精度。In addition, the weight determining unit 601 may also perform a normalization operation on the reciprocal of the GPS positioning error to obtain a normalized first positioning accuracy.
加权和计算单元602用于利用第一定位权重和第二定位权重,计算第一位置信息和第二位置的加权和。The weighted sum calculation unit 602 is configured to calculate a weighted sum of the first position information and the second position by using the first positioning weight and the second positioning weight.
图7为本发明无人机定位切换装置又一实施例的示意图。如图7所示,无人机定位切换装置包括存储器701和处理器702。其中:Fig. 7 is a schematic diagram of another embodiment of the UAV positioning switching device of the present invention. As shown in FIG. 7 , the drone positioning switching device includes a memory 701 and a processor 702 . in:
存储器701用于存储指令,处理器702耦合到存储器701,处理器702被配置为基于存储器存储的指令执行实现如图1-图3中任一实施例涉及的方法。The memory 701 is used to store instructions, and the processor 702 is coupled to the memory 701 , and the processor 702 is configured to implement the method involved in any one of the embodiments shown in FIG. 1 to FIG. 3 based on executing instructions stored in the memory.
如图7所示,图书轮廓提取装置还包括通信接口703,用于与其它设备进行信息交互。同时,该装置还包括总线704,处理器702、通信接口703、以及存储器701通过总线704完成相互间的通信。As shown in FIG. 7 , the apparatus for extracting book outlines also includes a communication interface 703 for information exchange with other devices. Meanwhile, the device also includes a bus 704 , and the processor 702 , the communication interface 703 , and the memory 701 communicate with each other through the bus 704 .
存储器701可以包含高速RAM存储器,也可还包括非易失性存储器(non-volatilememory),例如至少一个磁盘存储器。存储器701也可以是存储器阵列。存储器701还可能被分块,并且块可按一定的规则组合成虚拟卷。The memory 701 may include a high-speed RAM memory, and may also include a non-volatile memory (non-volatile memory), such as at least one disk memory. Memory 701 may also be a memory array. The storage 701 may also be divided into blocks, and the blocks can be combined into virtual volumes according to certain rules.
此外,处理器702可以是一个中央处理器CPU,或者可以是专用集成电路ASIC(Application Specific Integrated Circuit),或者是被配置成实施本发明实施例的一个或多个集成电路。In addition, the processor 702 may be a central processing unit CPU, or an Application Specific Integrated Circuit (ASIC), or one or more integrated circuits configured to implement the embodiments of the present invention.
图8为本发明无人机一个实施例的示意图。如图8所示,无人机801中包括无人机定位切换装置802,其中无人机定位切换装置802为图4-图7中任一实施例涉及的无人机定位切换装置。Fig. 8 is a schematic diagram of an embodiment of the drone of the present invention. As shown in FIG. 8 , the drone 801 includes a drone positioning switching device 802 , wherein the drone positioning switching device 802 is the drone positioning switching device involved in any one of the embodiments in FIGS. 4-7 .
本发明还包括一种计算机可读存储介质,其上存储有计算机指令,该指令被处理器执行时实现前述任意一个实施例中的无人机定位切换方法。The present invention also includes a computer-readable storage medium, on which computer instructions are stored, and when the instructions are executed by a processor, the UAV positioning switching method in any one of the foregoing embodiments is implemented.
通过实施本发明,通过在预定范围内将GPS定位和辅助定位进行数据融合,从而有助于在定位方式切换前后无人机所使用的定位数据平滑过度,从而在保证定位精度的同时避免定位数据发生较大抖动,确保了无人机的飞行安全。By implementing the present invention, the GPS positioning and auxiliary positioning are fused within a predetermined range, thereby helping to smooth the positioning data used by the drone before and after the switching of the positioning mode, thereby avoiding positioning data while ensuring positioning accuracy. Large jitter occurs, which ensures the flight safety of the drone.
本领域内的技术人员应明白,本发明的实施例可提供为方法、系统、或计算机程序产品。因此,本发明可采用完全硬件实施例、完全软件实施例、或结合软件和硬件方面的实施例的形式。而且,本发明可采用在一个或多个其中包含有计算机可用程序代码的计算机可用非瞬时性存储介质(包括但不限于磁盘存储器、CD-ROM、光学存储器等)上实施的计算机程序产品的形式。Those skilled in the art should understand that the embodiments of the present invention may be provided as methods, systems, or computer program products. Accordingly, the present invention can take the form of an entirely hardware embodiment, an entirely software embodiment, or an embodiment combining software and hardware aspects. Furthermore, the present invention may take the form of a computer program product embodied on one or more computer-usable non-transitory storage media (including but not limited to disk storage, CD-ROM, optical storage, etc.) having computer-usable program code embodied therein .
本发明是参照根据本发明实施例的方法、设备(系统)、和计算机程序产品的流程图和/或方框图来描述的。应理解可由计算机程序指令实现流程图和/或方框图中的每一流程和/或方框、以及流程图和/或方框图中的流程和/或方框的结合。可提供这些计算机程序指令到通用计算机、专用计算机、嵌入式处理机或其他可编程数据处理设备的处理器以产生一个机器,使得通过计算机或其他可编程数据处理设备的处理器执行的指令产生用于实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能的装置。The present invention is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the invention. It should be understood that each procedure and/or block in the flowchart and/or block diagram, and a combination of procedures and/or blocks in the flowchart and/or block diagram can be realized by computer program instructions. These computer program instructions may be provided to a general purpose computer, special purpose computer, embedded processor, or processor of other programmable data processing equipment to produce a machine such that the instructions executed by the processor of the computer or other programmable data processing equipment produce a An apparatus for realizing the functions specified in one or more procedures of the flowchart and/or one or more blocks of the block diagram.
这些计算机程序指令也可存储在能引导计算机或其他可编程数据处理设备以特定方式工作的计算机可读存储器中,使得存储在该计算机可读存储器中的指令产生包括指令装置的制造品,该指令装置实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能。These computer program instructions may also be stored in a computer-readable memory capable of directing a computer or other programmable data processing apparatus to operate in a specific manner, such that the instructions stored in the computer-readable memory produce an article of manufacture comprising instruction means, the instructions The device realizes the function specified in one or more procedures of the flowchart and/or one or more blocks of the block diagram.
这些计算机程序指令也可装载到计算机或其他可编程数据处理设备上,使得在计算机或其他可编程设备上执行一系列操作步骤以产生计算机实现的处理,从而在计算机或其他可编程设备上执行的指令提供用于实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能的步骤。These computer program instructions can also be loaded onto a computer or other programmable data processing device, causing a series of operational steps to be performed on the computer or other programmable device to produce a computer-implemented process, thereby The instructions provide steps for implementing the functions specified in the flow chart or blocks of the flowchart and/or the block or blocks of the block diagrams.
本发明的描述是为了示例和描述起见而给出的,而并不是无遗漏的或者将本发明限于所公开的形式。很多修改和变化对于本领域的普通技术人员而言是显然的。选择和描述实施例是为了更好说明本发明的原理和实际应用,并且使本领域的普通技术人员能够理解本发明从而设计适于特定用途的带有各种修改的各种实施例。The description of the present invention has been presented for purposes of illustration and description, but is not intended to be exhaustive or limited to the invention in the form disclosed. Many modifications and changes will be apparent to those of ordinary skill in the art. The embodiment was chosen and described in order to better explain the principles of the invention and the practical application, and to enable others of ordinary skill in the art to understand the invention and design various embodiments with various modifications as are suited to the particular use.
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