CN100392995C - A downlink multi-user scheduling method in a multi-transmitting antenna and multi-receiving antenna system - Google Patents

A downlink multi-user scheduling method in a multi-transmitting antenna and multi-receiving antenna system Download PDF

Info

Publication number
CN100392995C
CN100392995C CNB2004100909006A CN200410090900A CN100392995C CN 100392995 C CN100392995 C CN 100392995C CN B2004100909006 A CNB2004100909006 A CN B2004100909006A CN 200410090900 A CN200410090900 A CN 200410090900A CN 100392995 C CN100392995 C CN 100392995C
Authority
CN
China
Prior art keywords
user
antenna
base station
antennas
channel
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.)
Expired - Fee Related
Application number
CNB2004100909006A
Other languages
Chinese (zh)
Other versions
CN1780173A (en
Inventor
谢琼
谢玉堂
刁心玺
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
ZTE Corp
Original Assignee
ZTE Corp
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by ZTE Corp filed Critical ZTE Corp
Priority to CNB2004100909006A priority Critical patent/CN100392995C/en
Publication of CN1780173A publication Critical patent/CN1780173A/en
Application granted granted Critical
Publication of CN100392995C publication Critical patent/CN100392995C/en
Anticipated expiration legal-status Critical
Expired - Fee Related legal-status Critical Current

Links

Images

Landscapes

  • Mobile Radio Communication Systems (AREA)

Abstract

本发明公开了一种多发送天线多接收天线系统中下行链路多用户调度方法,包括:第一步,用户终端根据估计的信道信息选择基站发射天线的一个子集;第二步,用户终端反馈所选天线子集指示符和信道状态信息;第三步,调度算法根据反馈的信息和用户其他信息决定在下一传输时隙基站发射天线与用户终端的分配关系。本发明将MIMO天线选择技术与多用户分集结合起来,既充分利用了基站端的多天线系统,提供了空间分集增益或信道容量增益,又提供了多用户分集,从而提高了系统的数据吞吐量。可同时为拥有不同天线数量的用户终端提供服务,兼容MIMO、SISO、SIMO和MISO多种模式,并对用户终端的天线数目不做要求,因此具有很强的通用性。

Figure 200410090900

The present invention discloses a downlink multi-user scheduling method in a multi-transmitting antenna and multi-receiving antenna system, comprising: the first step, the user terminal selects a subset of base station transmitting antennas according to the estimated channel information; the second step, the user terminal The selected antenna subset indicator and channel state information are fed back; in the third step, the scheduling algorithm determines the allocation relationship between the base station transmit antenna and the user terminal in the next transmission time slot according to the fed back information and other information of the user. The present invention combines MIMO antenna selection technology with multi-user diversity, not only makes full use of the multi-antenna system at the base station, provides space diversity gain or channel capacity gain, but also provides multi-user diversity, thereby improving the data throughput of the system. It can provide services for user terminals with different numbers of antennas at the same time, compatible with multiple modes of MIMO, SISO, SIMO and MISO, and does not require the number of antennas of user terminals, so it has strong versatility.

Figure 200410090900

Description

一种多发送天线多接收天线系统中下行链路多用户调度方法 A downlink multi-user scheduling method in a multi-transmitting antenna and multi-receiving antenna system

技术领域 technical field

本发明涉及无线通信领域,特别涉及多输入多输出系统中下行链路的多用户分集及调度方法。The invention relates to the field of wireless communication, in particular to a downlink multi-user diversity and scheduling method in a multiple-input multiple-output system.

背景技术 Background technique

MIMO无线通信系统是一种将多天线同时应用在发送端和接收端系统。假定发送端的天线个数为NT,接收端的天线个数是NR。它被证明能极大地提高系统的信道容量。在理论上,MIMO系统的信道容量是与发送天线和接收天线中的最小个数成正比的。另外它不需要扩展频谱宽度,因此具有很高的频谱效率。The MIMO wireless communication system is a system that simultaneously applies multiple antennas to the transmitting end and the receiving end. It is assumed that the number of antennas at the transmitting end is NT , and the number of antennas at the receiving end is NR . It is proven to greatly increase the channel capacity of the system. In theory, the channel capacity of a MIMO system is proportional to the minimum number of transmitting antennas and receiving antennas. In addition, it does not need to expand the spectrum width, so it has high spectrum efficiency.

MIMO系统主要有两种系统应用:一种是空间复用,如D-BLAST或V-BLAST,将数据流去复用成NT个子数据流并在NT不同的发送天线上发送出去。在接收端,每个接收天线接收到的无线信号是NT个数据流的叠加。在由MIMO引入的空间信道环境下,只要NR≥NT,可利用空时处理技术将NT个数据流分离并检测出来。该应用旨在充分利用空间信道提供的信息容量,提高传输速率。但空间信道的特性将极大地影响系统的性能。如果空间信道相关性小,信道容量大,传输速率高。如果空间相关性大,则信道容量小,传输速率低。而空间信道的相关性又在很大程度上与收发两端的天线的信号到达角(DOA)、发射角(DOD)、角度扩展(angular spread)、及天线间距等有关。The MIMO system mainly has two kinds of system applications: one is spatial multiplexing, such as D-BLAST or V-BLAST, which demultiplexes data streams into NT sub-data streams and sends them out on NT different transmitting antennas. At the receiving end, the wireless signal received by each receiving antenna is the superposition of NT data streams. In the space channel environment introduced by MIMO, as long as NRNT , space-time processing technology can be used to separate and detect NT data streams. This application aims to make full use of the information capacity provided by the spatial channel and increase the transmission rate. But the characteristics of the spatial channel will greatly affect the performance of the system. If the spatial channel correlation is small, the channel capacity is large and the transmission rate is high. If the spatial correlation is large, the channel capacity is small and the transmission rate is low. The correlation of the spatial channel is largely related to the angle of arrival (DOA), angle of emission (DOD), angular spread, and antenna spacing of the antennas at the two ends of the transceiver.

MIMO系统的另一种应用是空时编码(STBC和STTC)。空时编码则通过在由空间和时间组成的两维空间上设计码字,为系统提供天线分集增益和编码增益。但分集增益的性能也同样极大地受到空间信道相关性的影响。Another application of MIMO systems is space-time coding (STBC and STTC). Space-time coding provides antenna diversity gain and coding gain for the system by designing codewords in a two-dimensional space composed of space and time. But the performance of diversity gain is also greatly affected by the spatial channel correlation.

为减少MIMO系统的复杂度和降低成本,MIMO的天线选择技术引起了广泛的关注。MIMO的天线选择技术是在发送端和(或)接收端从NT(NR)个天线中根据某种原则选用其中的性能最好的一个子集。这些原则可以是容量最大化、子数据流输出信号与噪声干扰比(SNR)最大化或比特误码率(BER)最小化等等。研究结果表明,不论是空间复用还是空时编码,在结合天线选择技术后,系统性能均能接近使用全天线时的情况,即提供天线分集增益。在相关MIMO衰落信道的情况下,甚至存在容量增益。In order to reduce the complexity and cost of MIMO systems, MIMO antenna selection technology has attracted widespread attention. The antenna selection technology of MIMO is to select a subset with the best performance from NT ( NR ) antennas at the transmitting end and (or) receiving end according to a certain principle. These principles can be maximization of capacity, maximization of sub-stream output signal-to-noise ratio (SNR), or minimization of bit error rate (BER), among others. The research results show that whether it is space multiplexing or space-time coding, after combining antenna selection technology, the system performance can be close to the situation when all antennas are used, that is, antenna diversity gain is provided. In the case of correlated MIMO fading channels, there is even a capacity gain.

在另一方面,信息理论研究结果指出多用户分集是一种有效增加多用户系统的数据吞吐量的方法。多用户分集利用不同用户所体验到的信道统计特性相对独立的特点,根据信道质量将系统资源动态分配给某个或多个用户,从而达到一种分集的效果,并提高整个系统的数据吞吐量。因为数据分组业务比传统话音业务更能容忍多用户调度引起的时间延迟,所以多用户分集技术非常适合高速数据传输业务。多用户分集已被3GPP的HSDPA标准所采用。而对于有NT个发送天线的下行链路,在理论上已有文献证明,在任一时刻,数据吞吐量最大化的传输策略应包含NT

Figure C20041009090000051
NT(NT+1)个活跃的用户。On the other hand, the research results of information theory point out that multiuser diversity is an effective way to increase the data throughput of multiuser systems. Multi-user diversity utilizes the relatively independent channel statistical characteristics experienced by different users, and dynamically allocates system resources to one or more users according to channel quality, thereby achieving a diversity effect and improving the data throughput of the entire system . Because the data packet business can tolerate the time delay caused by multi-user scheduling more than the traditional voice business, the multi-user diversity technology is very suitable for high-speed data transmission services. Multi-user diversity has been adopted by the HSDPA standard of 3GPP. For the downlink with NT transmit antennas, it has been proved in theory that at any moment, the transmission strategy for maximizing data throughput should include NT to
Figure C20041009090000051
NT ( NT +1) active users.

在MIMO应用环境中的多用户系统具有以下特点:基站端的天线数目固定。各用户终端处的天线个数不一,且天线数目因终端尺寸原因较小。因此,各用户可能工作在不同的天线模式下,即MIMO、单发多收(SIMO)、或多发单收(MISO)。在设计MIMO环境下的多用户系统时,往往要考虑兼容这方面的特点。The multi-user system in the MIMO application environment has the following characteristics: the number of antennas at the base station is fixed. The number of antennas at each user terminal is different, and the number of antennas is small due to the size of the terminal. Therefore, each user may work in different antenna modes, namely MIMO, Single Send Multiple Receive (SIMO), or Multiple Send Single Receive (MISO). When designing a multi-user system in a MIMO environment, it is often necessary to consider compatibility with this aspect.

在MIMO应用环境中的多用户分集和调度系统,目前已经有如下现有技术。The multi-user diversity and scheduling system in the MIMO application environment currently has the following existing technologies.

现有技术1:Prior art 1:

美国朗讯科技公司,“Throughput simulations for MIMO and transmit diversityenhancements to HSDPA,”3GPP TSG RAN WGl,TSGR1#17(00)1388Lucent Technologies, Inc., "Throughput simulations for MIMO and transmit diversity enhancements to HSDPA," 3GPP TSG RAN WGl, TSGR1#17(00)1388

使用Round Robin调度系统(RRS)。在某一时隙,RRS算法以一种确定的循环方式(即不考虑用户的信道条件)从待传数据的多个活跃用户中选择一个用户,将NT个发送天线全部分配给所选用户。该调度方法为用户提供了同等公平的MIMO信道使用机会。但是,该方法没有利用多用户系统中内在的多用户分集,导致其容量等同于单用户系统的容量。Use the Round Robin Scheduling System (RRS). In a certain time slot, the RRS algorithm selects a user from multiple active users to transmit data in a definite round-robin manner (that is, regardless of the user's channel conditions), and allocates all NT transmit antennas to the selected user. The scheduling method provides users with equal and fair opportunities to use MIMO channels. However, this approach does not take advantage of the multi-user diversity inherent in multi-user systems, resulting in a capacity equivalent to that of a single-user system.

现有技术2:Prior art 2:

美国朗讯科技公司US PATENT 2002/0094834 A1(Jul,18,2002):“Method forsimultaneously conveying information to multiple mobiles with multipleantennas”。该方法的基本思路如下。Lucent Technologies US PATENT 2002/0094834 A1 (Jul, 18, 2002): "Method for simultaneously conveying information to multiple mobiles with multiple antennas". The basic idea of this method is as follows.

在调度算法的控制下,天线阵列的每一个天线可以工作在两个模式下。第一种模式是:一个或一组用户预分配给某些天线。根据预分配用户的信道状态信息,调度算法决定在某一时段每一个天线用于传送哪一个预分配用户的数据信息。Under the control of the scheduling algorithm, each antenna of the antenna array can work in two modes. The first mode is: one or a group of users are pre-assigned to certain antennas. According to the channel state information of the pre-allocated users, the scheduling algorithm decides which pre-allocated user's data information each antenna is used to transmit in a certain period of time.

在第二种模式中,用户并不预先指派给任何特定的天线。调度算法监视由用户反馈的各种信道状态信息,在某一个特定时段,为某一用户选择最合适的某一个天线用于传输用户数据。相当于SIMO模式。In the second mode, users are not pre-assigned to any particular antenna. The scheduling algorithm monitors various channel state information fed back by users, and selects the most suitable antenna for a certain user to transmit user data in a certain period of time. Equivalent to SIMO mode.

现有技术3:Prior art 3:

美国高通公司US PATENT 6662024 B2(Dec。9,2003):“Method and apparatusfor allocating downlink resources in a multiple-input multiple-output(MIMO)communication system”。该专利的基本思路如下。Qualcomm US PATENT 6662024 B2 (Dec. 9, 2003): "Method and apparatus for allocating downlink resources in a multiple-input multiple-output (MIMO) communication system". The basic idea of this patent is as follows.

该方法设计了三种不同的数据传输模式。在MIMO模式下,所有下行数据流被指派到单个拥有多个天线的终端(即MIMO终端)。在N-SIMO模式下,单个数据流被指派到某一个特定的终端,每个终端都使用多个天线,即为一个SIMO终端。在混合模式下,下行链路的资源可以用组合方式同时分配给SIMO和MIMO终端。通过同时传输数据到多个SIMO终端、一个MIMO终端、或者它们的组合,系统的传输容量得到增加。该专利提供了一种下行链路的调度方法。调度器根据多种因素,如终端要求的服务,来选择一种最优的工作模式。同时,调度器挑选特定一组用户以允许它们同时传输数据,并分配可用的发送天线给这些选出的用户,以达到较高的优化的系统性能。具体做法是:将一个移动通信系统的终端分成一个或多个集合,以对应数据传输的一种组合。每个集合是一个或多个终端的一种唯一组合方式,并定义它为一个假设。在一个假设中,对一个或多个终端的某种特定的天线分配组合方式被定义为一个子假设。再评估每一个假设的每一个子假设的性能后,挑选出一个子假设,并调度这个子假设中的终端在特定天线上传输数据。This method designs three different data transmission modes. In MIMO mode, all downlink data streams are assigned to a single terminal with multiple antennas (ie MIMO terminal). In N-SIMO mode, a single data stream is assigned to a specific terminal, and each terminal uses multiple antennas, which is a SIMO terminal. In the hybrid mode, downlink resources can be allocated to SIMO and MIMO terminals in combination. By simultaneously transmitting data to multiple SIMO terminals, a MIMO terminal, or a combination thereof, the transmission capacity of the system is increased. This patent provides a downlink scheduling method. The scheduler selects an optimal working mode according to various factors, such as the service required by the terminal. At the same time, the scheduler selects a specific group of users to allow them to transmit data at the same time, and allocates available transmit antennas to these selected users to achieve higher optimized system performance. The specific method is: divide the terminals of a mobile communication system into one or more sets to correspond to a combination of data transmission. Each set is a unique combination of one or more terminals and defines it as a hypothesis. In a hypothesis, a certain combination of antenna allocation for one or more terminals is defined as a sub-hypothesis. After evaluating the performance of each sub-hypothesis of each hypothesis, a sub-hypothesis is selected, and the terminal in this sub-hypothesis is scheduled to transmit data on a specific antenna.

现有技术1的缺点在于:仅在时间上调度用户,没有利用各用户空间信道的变化;在时间上的调度也没有考虑利用多用户的分集增益。The disadvantage of the prior art 1 is that: users are only scheduled in time, without using the variation of each user's space channel; the time scheduling does not take into account the diversity gain of multiple users.

现有技术2的缺点在于:在第一种模式下,用户固定地预分配给某些天线。这样虽然可以简化算法设计,但整体性能会受到明显影响,是一种次优方案;而第二种模式,用户仅被动态分配一个基站端的发送天线。这样会限制用户的最大下行传输数据的速率。The disadvantage of prior art 2 is that in the first mode, users are fixedly pre-allocated to certain antennas. Although this can simplify the algorithm design, the overall performance will be significantly affected, which is a sub-optimal solution; and in the second mode, the user is only dynamically assigned a transmitting antenna at the base station. This will limit the user's maximum downlink data transmission rate.

现有技术3的缺点在于:调度算法估算每一个假设的每一个子假设的性能来调度用户,该算法虽然可看作为一种最优的多用户调度算法,但是其计算复杂度无疑是相当高的。当需要传输数据的用户数较大时和天线数目较大时,其计算量是系统无法负荷的。The disadvantage of prior art 3 is that the scheduling algorithm estimates the performance of each sub-hypothesis of each hypothesis to schedule users. Although this algorithm can be regarded as an optimal multi-user scheduling algorithm, its computational complexity is undoubtedly quite high of. When the number of users who need to transmit data is large and the number of antennas is large, the amount of computation is beyond the system's load.

发明内容 Contents of the invention

本发明解决的技术问题是提供一种多发送天线多接收天线系统中下行链路多用户调度方法,能充分利用MIMO系统的空间资源,以期达到优化系统性能(如数据吞吐量)的目的。现有技术要么没有充分利用MIMO系统的空间信道资源,要么计算复杂度太大,系统无法承受。本发明充分考虑了计算复杂度和系统的整体性能这两方面的因素,在降低计算复杂度的基础上,尽可能地提高系统的整体性能。The technical problem solved by the present invention is to provide a downlink multi-user scheduling method in a multi-transmit antenna multi-receive antenna system, which can make full use of the space resources of the MIMO system, in order to achieve the purpose of optimizing system performance (such as data throughput). The prior art either does not make full use of the spatial channel resources of the MIMO system, or the computational complexity is too large for the system to bear. The present invention fully considers the two factors of the computational complexity and the overall performance of the system, and improves the overall performance of the system as much as possible on the basis of reducing the computational complexity.

本发明提出的多发送天线多接收天线系统中下行链路多用户调度方法包括以下处理过程:The downlink multi-user scheduling method in the multi-transmit antenna multi-receive antenna system proposed by the present invention includes the following processing procedures:

第一步,用户终端根据估计的信道信息选择基站发射天线的一个子集;In the first step, the user terminal selects a subset of base station transmit antennas according to the estimated channel information;

第二步,用户终端反馈所选天线子集指示符和信道状态信息;In the second step, the user terminal feeds back the selected antenna subset indicator and channel state information;

第三步,调度算法根据反馈的信息和用户其他信息决定在下一传输时隙基站发射天线与用户终端的分配关系。In the third step, the scheduling algorithm determines the distribution relationship between the base station transmitting antenna and the user terminal in the next transmission time slot according to the feedback information and other information of the user.

第一步具体包括:所有待传数据的用户终端通过接收在下行链路上所有基站发射天线发送的导向信号,估计出各自的MIMO信道状态信息,用户终端根据估计的信道信息选择基站发射天线的一个子集。The first step specifically includes: all user terminals to transmit data estimate their respective MIMO channel state information by receiving the steering signals sent by all base station transmit antennas on the downlink, and the user terminals select the base station transmit antenna according to the estimated channel information. a subset.

基站发射天线的选择原则可以是信道容量最大化或信道相关性最小化或输出SNR最大化或BER最小化,且每个用户终端可为自己设置不同的选择原则。The selection principle of the base station transmit antenna can be maximization of channel capacity or minimization of channel correlation or maximization of output SNR or minimization of BER, and each user terminal can set a different selection principle for itself.

天线子集的天线个数可依据实际系统应用或实际信道质量的变化动态而定。如果是空间复用,所述天线子集的天线个数可设为与用户终端天线个数相同或小于用户终端天线个数以适用低速数据传输的要求;如果使用空时编码,则所述天线子集的天线个数可大于用户终端的天线个数。The number of antennas in the antenna subset can be dynamically determined according to actual system applications or changes in actual channel quality. If it is space multiplexing, the number of antennas in the antenna subset can be set to be the same as the number of user terminal antennas or less than the number of user terminal antennas to meet the requirements of low-speed data transmission; if space-time coding is used, the antennas The number of antennas in the subset may be greater than the number of antennas in the user terminal.

第二步中信道状态信息的具体表现形式与系统的实现形式有关:如果系统发送端需要全部信道状态信息的,则各用户可反馈与所选天线子集相关的全部信道信息和希望得到服务的基站天线的子集指示符;如系统发送端仅需要部分信道状态信息的,各用户可仅反馈部分信道信息和基站天线的子集指示符;如系统发送端不需要任何信道状态信息的,各用户可仅反馈信道状态指示符和基站天线的子集指示符给发送端的调度算法。The specific expression form of the channel state information in the second step is related to the realization form of the system: if the sending end of the system needs all the channel state information, each user can feed back all the channel information related to the selected antenna subset and the desired service The subset indicator of the base station antenna; if the system sender only needs part of the channel state information, each user can only feed back part of the channel information and the subset indicator of the base station antenna; if the system sender does not need any channel state information, each user can The user can only feed back the channel state indicator and the indicator of the subset of base station antennas to the scheduling algorithm of the sending end.

第三步具体包括以下处理过程:The third step specifically includes the following processes:

1)调度算法根据反馈接收的用户的信道状态信息,计算各用户的优先权限;1) The scheduling algorithm calculates the priority authority of each user according to the channel state information of the received user;

确定用户优先权的过程中,既要考虑各用户的数据特点、传输分配的公平性又要顾及系统性能最优原则及充分考虑各用户的信道状态信息。In the process of determining user priority, it is necessary to consider not only the data characteristics of each user, the fairness of transmission allocation, but also the principle of optimal system performance and the channel state information of each user.

2)根据用户的优先权权值将用户排成一个优先权降序队列;2) arrange the users into a priority descending queue according to the user's priority value;

3)按优先权次序,决定下一个进行天线分配的用户;3) According to the order of priority, determine the next user for antenna allocation;

4)对选出的一个待分配的用户,按此用户所选基站发射天线和基站发射天线使用情况决定是否给该用户分配所要天线;4) For a selected user to be allocated, decide whether to allocate the desired antenna to the user according to the base station transmitting antenna selected by the user and the usage of the base station transmitting antenna;

5)当基站发射天线同时分配给多个用户时,给共享发射天线阵列的用户分配不同的正交码或MIMO-OFDM系统中的不同子载频;5) When the base station transmit antenna is assigned to multiple users at the same time, assign different orthogonal codes or different subcarrier frequencies in the MIMO-OFDM system to the users sharing the transmit antenna array;

6)直到所有的天线或用户已被分配,调度结束。6) Until all antennas or users have been allocated, the scheduling ends.

本发明是一种两维的既在时间上又在空间(基站天线)上实施的多用户分集和调度的方法。此方法是发生在每一个时段上的多用户调度算法,以决定下一时段多用户在空间上的调度。在下一个时段到来之前,该调度算法让所有待传数据的各用户终端使用MIMO天线选择技术决定和选择基站端的发送天线,并将此信息和信道状态信息一起反馈给发送端,调度算法再由此决定下一个时段用户和基站天线的调配关系。在某一时段可将基站端的多天线系统同时分配给多个相对低速的用户或天线数目较少的用户;也可在某个时段全部分配给一个高速率的用户。当某一时段基站的天线系统分配给多个用户时,则需要通过其他方法将用户分离开。例如,使用正交码(如Walsh码)进行多用户接入;或在MIMO-OFDM系统中,也可使用不同的子载频组。The present invention is a two-dimensional multi-user diversity and scheduling method implemented not only in time but also in space (base station antenna). This method is a multi-user scheduling algorithm that occurs in each time period to determine the spatial scheduling of multi-users in the next time period. Before the arrival of the next time period, the scheduling algorithm allows all user terminals to use MIMO antenna selection technology to determine and select the transmitting antenna of the base station, and feed back this information and channel state information to the transmitting end, and the scheduling algorithm then Determine the allocation relationship between users and base station antennas in the next period. In a certain period of time, the multi-antenna system at the base station can be allocated to multiple relatively low-speed users or users with a small number of antennas; it can also be allocated to a high-speed user in a certain period of time. When the antenna system of the base station is allocated to multiple users in a certain period of time, other methods need to be used to separate the users. For example, orthogonal codes (such as Walsh codes) are used for multi-user access; or in a MIMO-OFDM system, different subcarrier frequency groups may also be used.

采用本发明所述方法,与现有技术相比,采用了相对较简单多用户调度算法,提高系统的整体性能。该方法将MIMO天线选择技术与多用户分集结合起来,既充分利用了基站端的多天线系统,提供了空间分集增益或信道容量增益,又提供了多用户分集,从而提高了系统的数据吞吐量。本发明还可同时为拥有不同天线数量的用户终端提供服务,同一时刻兼容MIMO、SISO、SIMO和MISO多种模式,并对用户终端的天线数目不做要求,因此具有很强的通用性。By adopting the method of the invention, compared with the prior art, a relatively simple multi-user scheduling algorithm is adopted to improve the overall performance of the system. This method combines MIMO antenna selection technology with multi-user diversity, which not only makes full use of the multi-antenna system at the base station, provides space diversity gain or channel capacity gain, but also provides multi-user diversity, thereby improving the data throughput of the system. The present invention can also provide services for user terminals with different antenna numbers at the same time, is compatible with multiple modes of MIMO, SISO, SIMO and MISO at the same time, and does not require the number of antennas of user terminals, so it has strong versatility.

附图说明 Description of drawings

图1是本发明使用的多发送天线多接收天线系统组成示意图;Fig. 1 is a schematic diagram of the composition of the multi-transmitting antenna and multi-receiving antenna system used in the present invention;

图2是本发明多用户调度方法的基本工作流程图。Fig. 2 is a basic working flow chart of the multi-user scheduling method of the present invention.

具体实施方式 Detailed ways

下面结合附图1和附图2对技术方案的实施作进一步的详细描述:Below in conjunction with accompanying drawing 1 and accompanying drawing 2 the implementation of technical scheme is described in further detail:

本发明所述的多用户调度方法在对下一个时段的多用户调度由如下步骤组成:The multi-user scheduling method of the present invention is made up of following steps to the multi-user scheduling of next time period:

1.所有待传数据的用户终端通过接收在下行链路上基站所有发射天线发送的公共导频信号,估计出各自的MIMO信道状态信息;根据这些信道状态信息,按某种原则为自己选择一个最优的基站发送天线的子集。1. All user terminals to transmit data estimate their respective MIMO channel state information by receiving common pilot signals sent by all transmit antennas of the base station on the downlink; according to these channel state information, select a channel state information for themselves according to a certain principle The optimal subset of base station transmit antennas.

2.各用户向基站反馈天线子集指示符和相关信道状态信息。2. Each user feeds back the antenna subset indicator and related channel state information to the base station.

3.调度算法根据反馈的用户信道状态信息,计算各用户的优先权限。3. The scheduling algorithm calculates the priority authority of each user according to the feedback channel state information of the user.

4.根据用户的优先权权值将用户排成一个优先排序队列,优先权高的用户在前,优先权低的用户在后。4. According to the user's priority value, the users are arranged into a priority queue, the users with high priority are in the front, and the users with low priority are in the back.

5.取优先队列中的第一个用户,即优先权最高的用户;按照该用户要求分配基站发射天线。5. Take the first user in the priority queue, that is, the user with the highest priority; allocate the base station transmitting antenna according to the user's requirements.

6.检查基站天线是否全部被分配,如果是,步骤转11;如果否,转至下一步。6. Check whether all base station antennas are allocated, if yes, go to step 11; if not, go to the next step.

7.检查当前用户是否是优先队列的队末,即所有用户是否已被检查。如果是,转至步骤11;如果否,转至下一步。7. Check whether the current user is the end of the priority queue, that is, whether all users have been checked. If yes, go to step 11; if no, go to next step.

8.取队列中的下一个用户。8. Fetch the next user in the queue.

9.检查用户所选的天线是否与已分配的天线相冲突,如果有冲突,转至步骤7;如果没有,转至下一步。9. Check whether the antenna selected by the user conflicts with the allocated antenna, if there is a conflict, go to step 7; if not, go to the next step.

10.分配所需基站发射天线;转至步骤6。10. Assign desired base station transmit antennas; go to step 6.

11.当基站天线系统同时分配给多个用户时,给这些用户的每一个用户分配一个唯一的正交码或OFDM系统中的子载频组。结束本次调度。11. When the base station antenna system is allocated to multiple users at the same time, each of these users is allocated a unique orthogonal code or subcarrier frequency group in the OFDM system. End this schedule.

假设基站端的发送天线的个数为NT=4,在某一时段,共有6个活跃的用户A-F,即6个有数据传输要求的用户。此时,本发明所述的多用户调度方法用来决定下一时段的基站发送天线的分配。此方法是发生在每一个时段上的多用户调度算法,而一个时段的具体长度是由系统决定的。Assuming that the number of transmitting antennas at the base station is N T =4, there are 6 active users AF in a certain period of time, that is, 6 users with data transmission requirements. At this time, the multi-user scheduling method described in the present invention is used to determine the allocation of base station transmit antennas in the next time period. This method is a multi-user scheduling algorithm that occurs in each period, and the specific length of a period is determined by the system.

在本次的具体实施例中,本发明的多用户调度方法步骤如下:In this specific embodiment, the steps of the multi-user scheduling method of the present invention are as follows:

1)所有待传数据的6个用户终端通过接收在下行链路上基站发射天线发送的公共导向信号,估计出各自的MIMO信道状态信息;根据这些信道状态信息,按某种原则为自己选择最优的基站发送天线的一个子集。1) All six user terminals to transmit data estimate their respective MIMO channel state information by receiving the common steering signal sent by the base station’s transmitting antenna on the downlink; according to these channel state information, select the best channel state information for themselves according to a certain principle. A subset of optimal base station transmit antennas.

该原则可以是信道容量最大化、或信道相关性最小化、或输出SNR最大化、或BER最小化等等。每个用户终端可为自己设置不同的原则。The principle may be maximization of channel capacity, or minimization of channel correlation, or maximization of output SNR, or minimization of BER, and so on. Each user terminal can set different rules for itself.

同时,天线子集中的天线个数可依据实际系统应用而定。如果是空间复用(例如BLAST),可设为与用户终端天线个数相同,或小于用户终端天线个数以适用低速数据传输的要求。如果使用空时编码(例如STBC),则天线子集的个数可大于用户终端的天线个数。天线子集的天线个数也可依据实际信道质量的变化动态而定。Meanwhile, the number of antennas in the antenna subset may be determined according to actual system applications. In the case of spatial multiplexing (such as BLAST), it can be set to be the same as the number of user terminal antennas, or smaller than the number of user terminal antennas to meet the requirements of low-speed data transmission. If space-time coding (such as STBC) is used, the number of antenna subsets may be greater than the number of antennas of the user terminal. The number of antennas in the antenna subset may also be dynamically determined according to changes in actual channel quality.

2)用户A-F将自己所选的发送天线子集信息和信道状态信息一起反馈到基站端。2) Users A-F feed back the information of the subset of transmitting antennas they have selected and the channel state information to the base station.

如果系统发送端需要全部MIMO信道状态信息的,则各用户可反馈所选天线子集的全部信道信息和希望得到服务的基站天线的子集指示符;If the system sender needs all MIMO channel state information, each user can feed back all channel information of the selected antenna subset and the subset indicator of the base station antenna desired to be served;

如系统发送端仅需要部分MIMO信道状态信息的,各用户可仅反馈部分信道信息和基站天线的子集指示符;If only part of the MIMO channel state information is needed at the system transmitter, each user can only feed back part of the channel information and the subset indicator of the base station antenna;

如系统发送端不需要任何MIMO信道状态信息的,各用户可仅反馈信道状态指示符和基站天线的子集指示符给发送端的调度算法。If the transmitting end of the system does not need any MIMO channel state information, each user can only feed back the channel state indicator and the subset indicator of the base station antenna to the scheduling algorithm of the transmitting end.

3)根据各用户的信道状态信息,基站计算出各用户的优先权。3) According to the channel state information of each user, the base station calculates the priority of each user.

在确定用户优先权的过程中,既要考虑各用户的数据特点(如,对时延的要求等)、传输分配的公平性又要顾及系统性能最优原则。In the process of determining user priority, it is necessary to consider not only the data characteristics of each user (such as the requirement for delay, etc.), the fairness of transmission allocation, but also the principle of optimal system performance.

假设此时各用户终端的终端天线数目、反馈的选择天线子集、和优先权等信息如表1。It is assumed that information such as the number of terminal antennas of each user terminal, the selected antenna subset fed back, and the priority is shown in Table 1 at this time.

表1:活跃用户信息表Table 1: Active user information table

  用户AUser A   用户BUser B   用户CUser C   用户DUser D   用户EUser E   用户FUser F   天线数目number of antennas   2 2   44   1 1   2 2   2 2   1 1   优先权priority   1 1   2 2   33   44   55   66   所选天线序号The serial number of the selected antenna   (1,3)(1, 3)   (1,2,3,4)(1, 2, 3, 4)   (4)(4)   (2,3)(2, 3)   (2) (2)   (2,4)(2, 4)

其中用户的优先权以数值小的优先级高。从表中可以看到用户A至用户D是MIMO用户,用户E是SIMO用户,用户F是MISO用户。Among them, the priority of the user is higher with a smaller value. It can be seen from the table that users A to D are MIMO users, user E is a SIMO user, and user F is a MISO user.

4)将用户按优先级排成一个降序队列;即4) Arrange the users in a descending queue according to their priority; that is

用户A→用户B→用户C→用户D→用户E→用户FUser A→User B→User C→User D→User E→User F

5)给优先级最高的用户A按其需要分配天线,即分配天线1和3给用户A。5) Allocate antennas to user A with the highest priority according to its needs, that is, allocate antennas 1 and 3 to user A.

6)检查基站发送天线没有全部被分配,用户A也不是队列的队末。6) Check that all base station transmit antennas are not allocated, and user A is not at the end of the queue.

7)取优先队列的下一个用户,即用户B。7) Take the next user in the priority queue, that is, user B.

8)检查用户B所选天线是否与已分配天线有冲突。因为天线1和天线3已被分配,判决为有冲突,不为用户B分配天线。8) Check whether the antenna selected by user B conflicts with the allocated antenna. Because antenna 1 and antenna 3 have been allocated, it is determined that there is a conflict, and no antenna is allocated to user B.

9)检查用户B不是队列的队末。9) Check that user B is not the end of the queue.

10)取优先队列的下一个用户,即用户C。因为用户C所选的天线4未被分配,所以给它分配天线4。10) Take the next user in the priority queue, that is, user C. Since antenna 4 selected by user C is not assigned, antenna 4 is assigned to it.

11)检查基站发送天线没有全部被分配,用户C也不是队列的队末。11) Check that all base station transmit antennas are not allocated, and user C is not at the end of the queue.

12)取优先队列的下一个用户,即用户D。因天线3已被分配,不调度用户D使用天线资源。12) Get the next user in the priority queue, that is, user D. Since antenna 3 has been allocated, user D is not scheduled to use antenna resources.

13)检查用户D不是队列的队末。13) Check that user D is not the end of the queue.

14)取优先队列的下一个用户,即用户E。因为用户E所选的天线2未被分配,所以给它分配天线2。14) Get the next user in the priority queue, that is, user E. Since antenna 2 selected by user E is not assigned, antenna 2 is assigned to it.

15)基站天线已全部被分配。给用户A、C和E各分配一个Walsh正交码。15) The base station antennas have all been allocated. Assign a Walsh orthogonal code to each of users A, C and E.

16)在下一时段,调度用户A、C和E使用基站的天线同时接收下行数据。16) In the next time period, scheduled users A, C and E use the antenna of the base station to receive downlink data simultaneously.

Claims (8)

1.一种多发送天线多接收天线系统中下行链路多用户调度方法,其特征在于,该方法包括:1. a downlink multi-user scheduling method in a multi-transmission antenna multi-reception antenna system, is characterized in that the method comprises: 第一步,用户终端根据估计的信道信息选择基站发射天线的一个子集;In the first step, the user terminal selects a subset of base station transmit antennas according to the estimated channel information; 第二步,用户终端反馈所选天线子集指示符和信道状态信息;In the second step, the user terminal feeds back the selected antenna subset indicator and channel state information; 第三步,调度算法根据用户终端反馈的信道状态信息计算各用户的优先权权值,再根据各用户的优先权值和用户其他信息决定在下一传输时隙基站发射天线与用户终端的分配关系,当基站发射天线同时分配给多个用户时,给共享发射天线阵列的用户分配不同的正交码或OFDM系统中的不同子载频。In the third step, the scheduling algorithm calculates the priority value of each user according to the channel state information fed back by the user terminal, and then determines the allocation relationship between the base station transmitting antenna and the user terminal in the next transmission time slot according to the priority value of each user and other information of the user , when the base station transmit antennas are allocated to multiple users at the same time, different orthogonal codes or different subcarrier frequencies in the OFDM system are allocated to the users sharing the transmit antenna array. 2.如权利要求1所述的方法,其特征在于,所述第一步具体包括:所有待传数据的用户终端通过接收在下行链路上所有基站发射天线发送的导向信号,估计出各自的信道信息,用户终端根据估计的信道信息选择基站发射天线的一个子集。2. The method according to claim 1, wherein the first step specifically comprises: all user terminals with data to be transmitted estimate their respective Channel information, the user terminal selects a subset of base station transmit antennas based on the estimated channel information. 3.如权利要求1或2所述的方法,其特征在于,基站发射天线的选择原则是信道容量最大化或信道相关性最小化或输出SNR最大化或BER最小化,且每个用户终端为自己设置不同的选择原则。3. The method according to claim 1 or 2, wherein the selection principle of the base station transmitting antenna is maximization of channel capacity or minimization of channel correlation or maximization of output SNR or minimization of BER, and each user terminal is Set different selection principles yourself. 4.如权利要求1或2所述的方法,其特征在于,天线子集的天线个数依据实际系统应用或实际信道质量的变化动态而定。4. The method according to claim 1 or 2, wherein the number of antennas in the antenna subset is dynamically determined according to actual system applications or changes in actual channel quality. 5.如权利要求4所述的方法,其特征在于,如果是空间复用,所述天线子集的天线个数设为与用户终端天线个数相同或小于用户终端天线个数以适用低速数据传输的要求;如果使用空时编码,则所述天线子集的天线个数大于用户终端的天线个数。5. The method according to claim 4, wherein if it is spatial multiplexing, the number of antennas in the antenna subset is set to be the same as the number of user terminal antennas or less than the number of user terminal antennas to apply to low-speed data Transmission requirements; if space-time coding is used, the number of antennas in the antenna subset is greater than the number of antennas in the user terminal. 6.如权利要求1所述的方法,其特征在于,所述第二步中信道状态信息的具体表现形式与系统的实现形式有关:6. The method according to claim 1, characterized in that, the specific form of expression of the channel state information in the second step is related to the realization form of the system: 如果基站需要全部信道状态信息的,则各用户反馈与所选天线子集相关的全部信道信息和希望得到服务的基站天线的子集指示符:如系统发送端仅需要部分信道状态信息的,各用户仅反馈部分信道信息和基站天线的子集指示符;If the base station needs all the channel state information, each user feeds back all the channel information related to the selected antenna subset and the subset indicator of the base station antenna that wants to be served: if the system sender only needs part of the channel state information, each user The user only feeds back part of the channel information and the subset indicator of the base station antenna; 如基站不需要任何信道状态信息的,各用户仅反馈信道状态指示符和基站天线的子集指示符给基站的调度算法。If the base station does not need any channel state information, each user only feeds back the channel state indicator and the subset indicator of the base station antenna to the scheduling algorithm of the base station. 7.如权利要求1所述的方法,其特征在于,所述第三步具体包括以下处理过程:7. The method according to claim 1, characterized in that the third step specifically comprises the following processes: 1)调度算法根据用户终端反馈的信道状态信息,计算各用户的优先权权值;1) The scheduling algorithm calculates the priority weight value of each user according to the channel state information fed back by the user terminal; 2)根据用户的优先权权值将用户排成一个优先权降序队列;2) arrange the users into a priority descending queue according to the user's priority value; 3)按优先权次序,决定下一个进行天线分配的用户;3) According to the order of priority, determine the next user for antenna allocation; 4)对选出的一个待分配的用户,按此用户所选基站发射天线和基站发射天线使用情况决定是否给该用户分配所要天线;4) For a selected user to be allocated, decide whether to allocate the desired antenna to the user according to the base station transmitting antenna selected by the user and the usage of the base station transmitting antenna; 5)直到所有的天线或用户已被分配,调度结束。5) Until all antennas or users have been assigned, the scheduling ends. 8.根据权利要求7所述的方法,其特征在于,所述步骤1)中在确定用户优先权的过程中,既要考虑各用户的数据特点、传输分配的公平性又要顾及系统性能最优原则及充分考虑各用户的信道状态信息。8. The method according to claim 7, characterized in that, in the process of determining user priority in said step 1), it is necessary to consider the data characteristics of each user, the fairness of transmission allocation and the optimal performance of the system. The optimal principle and fully consider the channel state information of each user.
CNB2004100909006A 2004-11-17 2004-11-17 A downlink multi-user scheduling method in a multi-transmitting antenna and multi-receiving antenna system Expired - Fee Related CN100392995C (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CNB2004100909006A CN100392995C (en) 2004-11-17 2004-11-17 A downlink multi-user scheduling method in a multi-transmitting antenna and multi-receiving antenna system

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CNB2004100909006A CN100392995C (en) 2004-11-17 2004-11-17 A downlink multi-user scheduling method in a multi-transmitting antenna and multi-receiving antenna system

Publications (2)

Publication Number Publication Date
CN1780173A CN1780173A (en) 2006-05-31
CN100392995C true CN100392995C (en) 2008-06-04

Family

ID=36770313

Family Applications (1)

Application Number Title Priority Date Filing Date
CNB2004100909006A Expired - Fee Related CN100392995C (en) 2004-11-17 2004-11-17 A downlink multi-user scheduling method in a multi-transmitting antenna and multi-receiving antenna system

Country Status (1)

Country Link
CN (1) CN100392995C (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2012000290A1 (en) * 2010-06-30 2012-01-05 中兴通讯股份有限公司 Resource scheduling method and apparatus in mimo system

Families Citing this family (34)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN100499396C (en) * 2006-08-31 2009-06-10 华为技术有限公司 Communication method and system in multi-input multi-output system
CN101155012B (en) * 2006-09-28 2013-05-01 中兴通讯股份有限公司 Multi-antenna mode control method based on terminal
CN101154974B (en) 2006-09-28 2011-08-10 中兴通讯股份有限公司 Multi-antenna mode control method based on base station
US8031795B2 (en) * 2006-12-12 2011-10-04 Hong Kong Applied Science And Technology Research Institute Co., Ltd. Pre-processing systems and methods for MIMO antenna systems
KR20090091230A (en) * 2006-12-20 2009-08-26 텔레폰악티에볼라겟엘엠에릭슨(펍) Method and apparatus for selecting an antenna mode in a mobile telecommunication network
US20080219364A1 (en) * 2007-03-09 2008-09-11 The Hong Kong University Of Science And Technology Delay-sensitive cross layer scheduler for multi-user wireless communication systems
CN101047417B (en) * 2007-04-20 2010-06-09 哈尔滨工程大学 A preprocessing method for downlink antenna selection in multi-user MIMO system
CN101350657B (en) * 2007-07-17 2012-07-25 联想(上海)有限公司 Method and apparatus for implementing multiuser equitable scheduling and pre-encode
CN101378280B (en) * 2007-08-30 2012-07-18 中兴通讯股份有限公司 Multi-input multi-output system based on antenna selection and signal processing method thereof
CN101110623B (en) * 2007-08-30 2011-11-23 中国科学技术大学 Part user feedback method for limited feedback of multiple-input multiple-output multi-user system
CN101420254B (en) * 2007-10-24 2012-09-26 中兴通讯股份有限公司 Method for obtaining multiple node diversity gain
CN101425628B (en) * 2007-11-01 2012-12-26 华硕电脑股份有限公司 Antenna device
CN101472298B (en) * 2007-12-24 2010-08-25 联想(北京)有限公司 User scheduling method and apparatus for TDD multi-input multi-output down emission system
JP5379165B2 (en) * 2008-01-30 2013-12-25 アルカテル−ルーセント Long-term CSI support MU-MIMO scheduling method, base station, and user equipment
EP3503425B1 (en) * 2008-02-28 2020-02-19 Apple Inc. Communicating a feedback data structure containing information identifying coding to be applied on wirelessly communicated signaling
EP2139124B1 (en) * 2008-06-24 2014-03-19 Alcatel Lucent A method for allocation of parameters for radio transmission in a wireless communication network using channel feedback compression, network elements and a wireless communication network therefor
CN101841356B (en) * 2009-03-18 2012-12-26 电信科学技术研究院 Method, device and system for feeding back channel quality information
CN101848499B (en) * 2009-03-25 2013-05-08 上海贝尔股份有限公司 Method for improving classified service transmission in wireless system, network element and system
US9287957B2 (en) * 2009-04-30 2016-03-15 Google Technology Holdings LLC Method for multi-antenna uplink transmission
EP2416503B1 (en) 2009-07-20 2015-08-26 Huawei Technologies Co., Ltd. Pre-processing method, base station and system for cooperative communication
US8811510B2 (en) 2009-10-09 2014-08-19 Motorola Mobility Llc Method for semi-statically adapting uplink multiple-input multiple-output transmission
CN102196369B (en) * 2010-03-18 2014-03-12 华为技术有限公司 Method for selecting and grouping users in multi-antenna system, and communication device
CN102238718B (en) * 2010-04-30 2015-09-16 中兴通讯股份有限公司 Transmitting diversity implementation method in a kind of multi-user system and equipment
JP5291663B2 (en) * 2010-04-30 2013-09-18 株式会社エヌ・ティ・ティ・ドコモ Data transmission method, base station apparatus and mobile station apparatus
CN102404027B (en) * 2010-09-07 2014-12-24 华为技术有限公司 Method and device for achieving space division multiplexing
CN102223342B (en) * 2011-06-24 2014-06-11 华南理工大学 Downlink multi-input single-output-OFDMA (Orthogonal Frequency Division Multiplex Access) multicast system resource allocation method
WO2016029486A1 (en) * 2014-08-30 2016-03-03 华为技术有限公司 Antenna information transmission and receiving method and device
WO2016090611A1 (en) * 2014-12-11 2016-06-16 Huawei Technologies Co., Ltd. Base station, mobile station and method thereof
CN107249193B (en) * 2017-06-28 2021-02-12 金华市智甄通信设备有限公司 Wireless access point, wireless access method based on user priority and wireless access system based on user priority
CN107370495A (en) * 2017-08-02 2017-11-21 上海斐讯数据通信技术有限公司 Antenna assignment device and method, radio reception device
CN113472410B (en) * 2018-01-12 2023-07-18 华为技术有限公司 Channel state information feedback method and device in wireless communication system
CN113055917B (en) * 2021-05-19 2022-11-01 浙江凡双科技有限公司 Uplink data transmission method and system based on multi-antenna multiplexing
CN114520684B (en) * 2022-02-23 2025-07-04 深圳市广和通无线股份有限公司 Antenna selection methods and related products
CN114826355B (en) * 2022-04-11 2024-09-06 中国联合网络通信集团有限公司 Signal transmission method and device, electronic equipment and storage medium

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP1294106A1 (en) * 2001-09-12 2003-03-19 Lucent Technologies Inc. Method of allocating power for the simultaneous downlink conveyance of information between multiple antennas and multiple destinations
WO2004036768A2 (en) * 2002-10-16 2004-04-29 Qualcomm Incorporated Transmission scheme for multi-carrier mimo systems
CN1522512A (en) * 2001-05-16 2004-08-18 �����ɷ� Method and device for allocating resources in a multiple-input multiple-output (MIMO) communication system

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1522512A (en) * 2001-05-16 2004-08-18 �����ɷ� Method and device for allocating resources in a multiple-input multiple-output (MIMO) communication system
EP1294106A1 (en) * 2001-09-12 2003-03-19 Lucent Technologies Inc. Method of allocating power for the simultaneous downlink conveyance of information between multiple antennas and multiple destinations
WO2004036768A2 (en) * 2002-10-16 2004-04-29 Qualcomm Incorporated Transmission scheme for multi-carrier mimo systems

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
Multiuser scheduling for MIMO wireless systems. Defn Aktas et al.Proceedings of 2003 IEEE 58th Vehicular Technology Conference,Vol.3 . 2003
Multiuser scheduling for MIMO wireless systems. Defn Aktas et al.Proceedings of 2003 IEEE 58th Vehicular Technology Conference,Vol.3 . 2003 *

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2012000290A1 (en) * 2010-06-30 2012-01-05 中兴通讯股份有限公司 Resource scheduling method and apparatus in mimo system

Also Published As

Publication number Publication date
CN1780173A (en) 2006-05-31

Similar Documents

Publication Publication Date Title
CN1780173A (en) Down link multiple-user dispath for multiple-transmission antenna and multiple-receiving antenna system
CN101405978B (en) Grouping of users for MIMO transmission in a wireless communication system
US9191084B2 (en) Method and device for realizing multi-input multi-output
CA2472574C (en) Resource allocation for mimo-ofdm communication systems
CN101803230B (en) Base station and method for selecting optimal transmission antenna for transmitting control channel information
CN101536588B (en) Unified design and centralized scheduling for dynamic simo, su-mimo and mu-mimo operation for rl transmissions
CN100505607C (en) Method and apparatus for allocating resources in a multiple-input multiple-output (MIMO) communication system
CN101272364B (en) Precoding indication method and device and control method based on MU-MIMO
KR101329854B1 (en) Method for transmitting control information in multi antenna system
EP1875631B1 (en) Flexible multi-sector multiple antenna system
US20060056451A1 (en) Method for allocating subchannel in wireless network
CN1918815A (en) Method and apparatus based on mimo communication system
KR20060049146A (en) Beam and power allocation method in multi-input communication system
CN101405959A (en) Resource allocation for supporting single-user and multi-user MIMO transmission
CN102420645A (en) Packet scheduling method of multi-user multiple-input multiple-output system and apparatus thereof
CN101743698A (en) Method for transmitting feedback information in multi-antenna system
KR20100032716A (en) Method for transmitting and identifying transmission power ratio for multiuser mimo
CN1805304A (en) Adaptive multi-antenna system and its layer-span method
CN102238718B (en) Transmitting diversity implementation method in a kind of multi-user system and equipment
CN100561890C (en) Method and system for downlink self-adaptation in multi-user MIMO system
CN101102151B (en) Scheduling method and system for space division multiple access system
Maung et al. Efficient resource allocation for multiuser MIMO-OFDM uplink system to guarantee the proportional data rate fairness among users in a system
KR101080012B1 (en) User Selection Method using Efficient Channel Feedback in Multiple Antenna System and Base Station Using the same
Hu et al. Adaptive subcarrier and bit allocation for multiuser MIMO-OFDM transmission
Jiang et al. High-speed downlink packet transmission with spatial multiplexing and scheduling

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
C14 Grant of patent or utility model
GR01 Patent grant
CF01 Termination of patent right due to non-payment of annual fee

Granted publication date: 20080604

CF01 Termination of patent right due to non-payment of annual fee