WO2009092184A1 - User scheduling method and device for time division duplex multiple-input multiple-output downlink transmitting system - Google Patents

User scheduling method and device for time division duplex multiple-input multiple-output downlink transmitting system Download PDF

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Publication number
WO2009092184A1
WO2009092184A1 PCT/CN2008/002011 CN2008002011W WO2009092184A1 WO 2009092184 A1 WO2009092184 A1 WO 2009092184A1 CN 2008002011 W CN2008002011 W CN 2008002011W WO 2009092184 A1 WO2009092184 A1 WO 2009092184A1
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Prior art keywords
subchannel
channel
serving
available
gain
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PCT/CN2008/002011
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French (fr)
Chinese (zh)
Inventor
Yunhui Liu
Linjia Luo
Xiaolin Zhang
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Lenovo (Beijing) Limited
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Publication of WO2009092184A1 publication Critical patent/WO2009092184A1/en

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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W52/00Power management, e.g. TPC [Transmission Power Control], power saving or power classes
    • H04W52/04TPC
    • H04W52/30TPC using constraints in the total amount of available transmission power
    • H04W52/34TPC management, i.e. sharing limited amount of power among users or channels or data types, e.g. cell loading
    • H04W52/346TPC management, i.e. sharing limited amount of power among users or channels or data types, e.g. cell loading distributing total power among users or channels

Definitions

  • the present invention relates to a multiple input multiple output downlink transmission system, and more particularly to a user scheduling method and apparatus for a time division duplex multiple input multiple output downlink transmission system. Background technique
  • the MIMO (Multiple Input Multiple Output) system can be divided into MU-MIM0 (Multiple User Multiple Input Multiple Output) system and SU-MIM0 (Single User Multiple Input Multiple Output) system.
  • MU-MIM0 Multiple User Multiple Input Multiple Output
  • SU-MIM0 Single User Multiple Input Multiple Output
  • the base station uses precoding transmission, the user needs to feed back the CQI (Channel Quality Indicator), downlink channel information, and other necessary information to the base station through the feedback channel.
  • the base station performs user scheduling and precoding processing according to the information, but the feedback channel reduces the spectral efficiency of the channel. How to reduce the feedback information of the FDD system is the focus of FDD system communication research.
  • the present invention and the following prior art are mainly based on a time division duplex system to propose a method for base station to perform user scheduling, and a modulation coding mode selection method for each user and subchannel (or subchannel stream).
  • the base station can schedule multiple users to communicate with the same time and frequency resources.
  • the MU-MIM0 system can achieve more gain than the SU-MIM0 system when there are enough users with active data to transmit at the same time.
  • MU-MIM0 there is co-channel interference. Therefore, the number of users that the base station can serve with the same time-frequency resource is limited.
  • active users users who have data to be transmitted in the buffer, That is, users who have data transmission requirements
  • the scheduled users must meet some criteria. Assuming there are two different users A and B, in order for them to effectively multiplex the same physical resources for communication, the following three criteria must be met: 1) At the same time, both users A and B have data to send. 2) On the same frequency subband, both users A and B have High channel gain; 3) Users A and B have very low spatial interference. Criterion 2) ensures that service users (or service subchannels) have high throughput, while criterion 3) guarantees low inter-interference between service users.
  • MU-MIM0 and SU-MIM0 also have their own performance advantages, MU-MIM0 can obtain a larger average sector throughput, and SU-MIM0 can achieve the maximum peak data transmission rate for each user.
  • the SU-MIM0 mode should be used to increase the user's peak data transfer rate, allowing the user to send the data as quickly as possible. Therefore, dynamic switching of SU-MIM0 and MU-MIM0 is required.
  • the user's scheduling method should maximize the system capacity while maximizing the average sector throughput while ensuring the quality of user communication.
  • the object of the present invention is to provide a user scheduling method and device for a time division duplex multiple input multiple output downlink transmission system.
  • the criteria 1) to 3) are comprehensively considered for user scheduling, and the technical problem that the prior art cannot guarantee the dynamic switching of SU-MIM0 and MU-MIM0 while efficiently scheduling active users is also solved.
  • the present invention provides a user scheduling method for a time division duplex multiple input multiple output downlink transmission system, including: a gain obtaining step, according to channel gains of at least two available subchannels of the active user and the at least two Obtaining an effective gain of each of the at least two available subchannels by a correlation coefficient between available subchannels; a preferred serving subchannel obtaining step, selecting one of the at least two available subchannels according to the effective gain a subchannel as a preferred serving subchannel; a secondary serving subchannel obtaining step of recalculating the effective gain according to a correlation coefficient between the remaining available subchannel and the newly selected serving subchannel, and selecting the number according to the recalculated effective gain Select the service subchannel.
  • the gain obtaining step specifically includes: a channel set obtaining step, obtaining a channel set of all available subchannels and channel gains of each of the available subchannels of all active users; a gain calculation step, A correlation coefficient between each of the two available subchannels is calculated, and an effective gain of each of the available subchannels is obtained based on the channel gain and the correlation coefficient.
  • the preferred serving subchannel obtaining step specifically includes: selecting a available subchannel with the largest effective gain as the preferred serving subchannel; and removing the preferred serving subchannel from the channel set.
  • the step of obtaining the sub-channel sub-channel specifically includes: calculating a correlation coefficient of each available sub-channel in the channel set with respect to a newly selected serving sub-channel; and re-acquiring each according to the correlation coefficient An effective gain of the available subchannel, selecting a available subchannel having the largest effective gain as a secondary serving subchannel; removing the secondary serving subchannel from the channel set.
  • the method further includes: determining, determining whether the number of serving sub-channels reaches a predetermined number, and ending the selection, otherwise returning to the secondary serving sub-channel step.
  • the step of obtaining the channel set specifically includes: performing feature decomposition on channel estimation information of a single active user to obtain a diagonal matrix, where the number of non-zero elements on the diagonal of the diagonal matrix is the activity a number of available subchannels of the user, a value of an element term on a diagonal of the diagonal matrix corresponding to a channel gain of the available subchannel; processing all active users one by one, obtaining the set of channels and each of the available Channel gain of the subchannel.
  • the method further comprises: estimating, by using the estimated noise power and the effective gain corresponding to each of the serving subchannels, a signal to interference and noise ratio of each of the serving subchannels, and according to Said The signal to interference and noise ratio determines a modulation and coding scheme for the serving subchannel.
  • the present invention further provides a user scheduling apparatus for a time division duplex multiple input multiple output downlink transmission system, including: a channel set obtaining unit, configured to: obtain channels of all available subchannels of all active users. a set and a channel gain of each of the available subchannels; a preferred serving subchannel obtaining unit connected to the channel set obtaining unit, configured to: calculate a correlation coefficient between each of the two available subchannels, according to the channel The gain and the correlation coefficient obtain an effective gain for each of the available subchannels, select a available subchannel as a preferred serving subchannel based on the effective gain, and remove the preferred serving subchannel from the set of channels.
  • a channel set obtaining unit configured to: obtain channels of all available subchannels of all active users. a set and a channel gain of each of the available subchannels
  • a preferred serving subchannel obtaining unit connected to the channel set obtaining unit, configured to: calculate a correlation coefficient between each of the two available subchannels, according to the channel The gain and the correlation coefficient obtain an effective gain
  • the foregoing apparatus further includes: a secondary serving subchannel obtaining unit that is connected to the preferred serving subchannel obtaining unit, configured to: calculate each available subchannel in the channel set with respect to a newly selected serving subchannel Correlation coefficient, re-obtaining the effective gain of each of the available subchannels according to the correlation coefficient, selecting a available subchannel with the largest effective gain as the secondary serving subchannel, and selecting the secondary serving subchannel from the channel set Remove.
  • a secondary serving subchannel obtaining unit that is connected to the preferred serving subchannel obtaining unit, configured to: calculate each available subchannel in the channel set with respect to a newly selected serving subchannel Correlation coefficient, re-obtaining the effective gain of each of the available subchannels according to the correlation coefficient, selecting a available subchannel with the largest effective gain as the secondary serving subchannel, and selecting the secondary serving subchannel from the channel set Remove.
  • the foregoing apparatus further includes: a determining unit that is connected to the secondary serving subchannel obtaining unit, configured to: determine whether the number of serving subchannels reaches a predetermined number, and if yes, end the selection, otherwise return to perform the foregoing Select the function of the service subchannel.
  • a determining unit that is connected to the secondary serving subchannel obtaining unit, configured to: determine whether the number of serving subchannels reaches a predetermined number, and if yes, end the selection, otherwise return to perform the foregoing Select the function of the service subchannel.
  • the channel set obtaining unit includes a feature decomposition unit, configured to: perform feature decomposition on channel estimation information of a single active user to obtain a diagonal matrix, where the diagonal matrix has non-zero elements on a diagonal
  • the number of available subchannels of the active user, the value of the element term on the diagonal of the diagonal matrix corresponds to the channel gain of the available subchannel.
  • the foregoing apparatus further includes: a determining unit that is connected to the modulation and coding mode of the determining unit, configured to: estimate each of the services by using the estimated noise power and an effective gain corresponding to each of the serving subchannels a signal to interference and noise ratio of the subchannel, and determining a modulation and coding mode for the serving subchannel according to the signal to interference and noise ratio.
  • a determining unit that is connected to the modulation and coding mode of the determining unit, configured to: estimate each of the services by using the estimated noise power and an effective gain corresponding to each of the serving subchannels a signal to interference and noise ratio of the subchannel, and determining a modulation and coding mode for the serving subchannel according to the signal to interference and noise ratio.
  • the preferred serving subchannel is not the available subchannel with the smallest effective gain.
  • the serving subchannel is a available subchannel with the largest effective gain.
  • the "effective gain” adopted by the embodiment of the present invention is a user selection criterion that comprehensively considers a single user channel quality (subchannel gain) and inter-user interference (channel correlation coefficient), and therefore, the embodiment of the present invention minimizes user interference ( Equivalent to maximizing system capacity) while also ensuring the throughput of individual users;
  • the embodiment of the present invention can automatically switch from the MU-MIM0 mode to the SU-MIM0 mode to obtain the maximum user peak data transmission rate; 3.
  • the "effective gain" is also used by the base station to determine the modulation and coding scheme for each user or subchannel. Equivalent to the FDD mode, the base station selects the modulation and coding method according to the CQI fed back by the user, because the ratio of effective gain to noise is An estimate of the dry-noise ratio of the sub-channel signal.
  • FIG. 2 is a structural diagram of a time division duplex multiple input multiple output downlink transmission system according to an embodiment of the present invention
  • FIG. 3 is a block diagram of an adaptive modulation and coding control unit according to an embodiment of the present invention
  • FIG. 4 is a flowchart of a calculation of a user scheduling method according to an embodiment of the present invention.
  • 5a and 5b are diagrams showing an operation example of automatic switching between MU-MIM0 and SU-MIM0 according to an embodiment of the present invention (base station 2 antenna, mobile terminal 2 antenna)
  • FIG. 6 is a graph showing a BER performance curve of several user scheduling algorithms according to an embodiment of the present invention.
  • FIG. 7 is a fairness analysis diagram of an embodiment of a user scheduling method according to the present invention.
  • Figure 8 is a flow diagram of the selection of a modulation and coding scheme for an embodiment of the method of the present invention. detailed description
  • the method embodiment of the present invention includes: a channel set obtaining step S101: obtaining a channel set of all available subchannels of all active users and each of the available sub-subs Channel gain of the channel;
  • the secondary service user obtains step S103: calculating a correlation coefficient of each available subchannel in the channel set with respect to the newly selected service user, regaining the effective gain of each of the available subchannels according to the correlation coefficient, and selecting an effective gain
  • the largest available subchannel acts as a service user and removes the service user from the set of channels;
  • Judgment step S104 determining whether the number of service users reaches a predetermined number, and if yes, ending the selection, otherwise returning Go back to the secondary service user to get the steps.
  • a determining step S105 of the modulation coding mode may be further included: estimating, by using the estimated noise power and the effective gain corresponding to each service user, a signal to interference and noise ratio of each of the service users, and according to the The signal to interference and noise ratio determines the modulation and coding scheme for the serving user.
  • the user scheduling apparatus provided by the embodiment of the present invention includes an adaptive modulation and coding control unit 20 in the figure, which is used according to FIG.
  • the user scheduling apparatus includes an adaptive modulation and coding control unit 20 in the figure, which is used according to FIG.
  • the correlation coefficient is recalculated with the correlation coefficient between the newly selected service users, and the next service user is selected based on the recalculated effective gain.
  • the adaptive modulation and coding control unit 20 includes a function module corresponding to the step in FIG. 1, and includes a channel set obtaining unit 201.
  • the preferred service user obtaining unit 202 is configured to: calculate a correlation coefficient between each of the two available subchannels, and obtain an effective gain of each of the available subchannels according to the channel gain and the correlation coefficient, according to The effective gain selects the available subchannels as serving subchannels and removes the serving subchannels from the set of channels.
  • the serving subchannel is a usable subchannel with a large effective gain, and is preferably a usable subchannel with the largest effective gain, and is not a usable subchannel with the smallest effective gain.
  • FIG. 4 is a flow chart for calculating a user scheduling method according to an embodiment of the present invention. Figure, as shown in the figure, the process includes:
  • the base station must estimate the uplink channel information according to the uplink pilot signal of the active user, and obtain the downlink channel information fi * for the activity by using the reciprocal attribute of the TDD channel, where is an active user index and 1 ⁇ * ⁇ , ⁇ is active Number of users; ⁇ * is 1 ⁇ ⁇ ⁇ 'dimensional matrix, N is the number of antenna elements of the kth user,
  • The number of antenna elements for the base station.
  • Other robust channel estimation methods in the prior art may also be used in the case where the user's high speed mobile or uplink and downlink intervals exceed the channel coherence time, etc., and the channel reciprocal properties are corrupted.
  • the base station is configured to schedule R users from the K active users for simultaneous service, and calculate the channel gain ⁇ 3 ⁇ 4 of the available subchannels and the number of available subchannels according to the channel information H * of the kth active user ( »' is a sub Channel cable I, and 1 ⁇ / ⁇ corpse).
  • the method is: performing channel feature decomposition on the channel estimation ⁇ *, ie, ⁇ / ⁇ , where D * is a diagonal matrix, and the number of non-zero elements of the diagonal is the number of available subchannels of the user P, diagonal
  • the line element is the channel gain of the corresponding subchannel ;
  • represents the receiving channel characteristic matrix of the kth user; Shown as the transmit channel matrix for the kth user.
  • the channel correlation coefficient of the user's 'subchannel' and the user's first subchannel is calculated as: a column column vector representing a transmission correlation matrix of user k ; V represents a j-th column column vector of a transmission correlation matrix V ' of user I;
  • the system may eventually select only one user to perform the service.
  • SU-MIM0 single-user MIM0 case
  • the scheduling algorithm can adaptively switch between MU-MIM0 and SU-MIM0 according to the environment.
  • both the base station and the user have 2 antennas for transmission and reception.
  • the system initially selects the user C and A services.
  • the base station schedules the two subchannels of user A to perform data transmission, that is, the system is converted from the MU-MIM0 mode to the SU-MIM0 mode, that is, the interference between users may be serious. Under the condition, the base station selects the SU-MIM0 mode, which preferentially guarantees the peak data transmission rate of a single user.
  • the user scheduling situation of the base station in the remaining transmission moments in FIG. 5a, 5b can be similarly analyzed.
  • FIG. 6 shows the bit error rate performance curves of several user scheduling algorithms.
  • the simulated system conditions are: base station 4 days line, 2 mobile stations per mobile station, active users 40, and 4 users are selected to receive simultaneous services each time.
  • the signal-to-noise ratio (SNR) is in decibels (dB) and the modulation is QPSK, a random flat fading channel. If you select 2 users to perform the same service each time, the simulation shows that the probability of SU-MIM0 mode is about 6%.
  • FIG. 7 is a view showing the fairness analysis of the embodiment of the user scheduling method of the present invention, and comparing with the reference scheme, it can be seen that the user scheduling method embodiment of the present invention has similar scheduling fairness with the reference scheme.
  • FIG. 8 is a flow chart showing selection of a modulation and coding mode according to an embodiment of the method of the present invention.
  • the base station selects the serving user, that is, the SU set.
  • the base station selects an appropriate modulation and coding mode for the service users according to the channel quality of the scheduled service users, and the selection basis is based on the signal to interference and noise ratio (SINR) of the user subchannel. If there is no feedback link in the TDD system, the base station cannot obtain the SINR of the subchannel measured by the user.
  • SINR signal to interference and noise ratio
  • the ratio of effective channel gain to the noise power is an amount similar to SINR, but it is sufficient to use it as a basis for subchannel modulation coding.
  • the selection process of the modulation and coding method includes:
  • the EGNR of the SU neutron channel is estimated as: ⁇ . ⁇ ( ⁇ ⁇ , where ⁇ "" is the noise power of the kth user obtained by the base station;
  • Effective gain is a user selection criterion that comprehensively considers a single user channel quality (subchannel gain) and inter-user interference (channel correlation coefficient), and therefore, embodiments of the present invention minimize user interference (equivalent to maximizing the system) Capacity), while also ensuring the throughput of a single user;
  • the embodiment of the present invention can automatically switch from the MU-MIM0 mode to the SU-MIM0 mode to obtain the maximum user peak data transmission rate; 3.
  • the "effective gain" is also used by the base station to determine the modulation coding mode for each user or subchannel. Equivalent to the FDD mode, the base station selects the modulation coding method according to the SINR fed back by the user, because the ratio of effective gain to noise is An estimate of the dry-noise ratio of the sub-channel signal.

Abstract

A user scheduling method and device for time division duplex multiple-input multiple-output downlink transmitting system. The method includes: the step of obtaining gain, obtaining the effective gain of each of at least two usable sub-channels, according to the channel gain of at least two usable sub-channels of active user and the correlative coefficient between at least two usable sub-channels; the step of obtaining a preferred service sub-channel, selecting a usable sub-channel from at least two usable sub-channels as the preferred service sub-channel according to the effective gain; the step of obtaining a subordinate service sub-channel, recalculating the effective gain according to the correlative coefficient between the remainder usable sub-channel and fresh selecting service sub-channel, and selecting the subordinate service sub-channel according to the recalculated effective gain.

Description

时分双工多入多出下行发射系统的用户调度方法和装置 技术领域  User scheduling method and device for time division duplex multiple input multiple output downlink transmission system
本发明涉及多入多出下行发射系统, 特别是涉及一种时分双工多入多出下行发射 系统的用户调度方法和装置。 背景技术  The present invention relates to a multiple input multiple output downlink transmission system, and more particularly to a user scheduling method and apparatus for a time division duplex multiple input multiple output downlink transmission system. Background technique
MIMO (Multiple Input Multiple Output, 多入多出) 系统可分为 MU-MIM0 (多 用户多入多出) 系统和 SU-MIM0 (单用户多入多出)系统。  The MIMO (Multiple Input Multiple Output) system can be divided into MU-MIM0 (Multiple User Multiple Input Multiple Output) system and SU-MIM0 (Single User Multiple Input Multiple Output) system.
FDD (Frequency Division Duplex, 频分双工) 系统中, 如果基站釆用预编码发 射, 那么用户需要通过反馈信道反馈 CQI (Channel Quality Indicator,信道质量指 示)、 下行信道信息, 以及其它必要信息给基站, 基站根据这些信息进行用户调度及 预编码处理, 但反馈信道降低了信道的频谱效率, 如何降低 FDD系统的反馈信息量是 FDD系统通信研究的焦点。  In the FDD (Frequency Division Duplex) system, if the base station uses precoding transmission, the user needs to feed back the CQI (Channel Quality Indicator), downlink channel information, and other necessary information to the base station through the feedback channel. The base station performs user scheduling and precoding processing according to the information, but the feedback channel reduces the spectral efficiency of the channel. How to reduce the feedback information of the FDD system is the focus of FDD system communication research.
TDD (Time Division Duplex,时分双工) 系统中, 由于发射和接收都是使用相同 的频率资源, 信道具有互惠属性, 因此, 发射机可以利用信道互惠属性来获取下行信 道信息。 因此, 与 FDD系统相比, TDD通信系统中发射机可以获得更多的、 更好的下 行信道信息。 这样, 就无需用户反馈下行信道信息, 大大减少了反馈负担。 正是基于 这个原理, 本发明和以下现有技术主要是基于时分双工系统提出基站进行用户调度的 方法, 以及每个用户及子信道 (或子信道流) 的调制编码方式选择方法。  In the TDD (Time Division Duplex) system, since both transmission and reception use the same frequency resource, the channel has a reciprocal property, so the transmitter can use the channel reciprocal property to obtain downlink channel information. Therefore, the transmitter in the TDD communication system can obtain more and better downlink channel information than the FDD system. In this way, the user does not need to feed back the downlink channel information, which greatly reduces the feedback burden. Based on this principle, the present invention and the following prior art are mainly based on a time division duplex system to propose a method for base station to perform user scheduling, and a modulation coding mode selection method for each user and subchannel (or subchannel stream).
在多用户多入多出下行发射系统中, 在同一无线 RB (resource block, 资源块) 中, 基站可以调度多个用户, 用相同的时、 频资源进行通信。 研究证实, 在有足够多 的用户同时具有活动数据需要传输的情况下, MU-MIM0系统能获得比 SU-MIM0系统更 多的增益。 但在 MU- MIM0中, 存在共信道干扰, 因此, 基站能用相同时频资源服务的 用户数是有限的, 如何高效地调度活动用户 (活动用户: 指在缓冲区有数据需要传输 的用户, 也就是有数据传输需求的用户)进行服务是基站必须解决的问题, 而且, 还 要合理的选择用户以最大限度地降低或抑制用户间干扰。 因此, 为了保证 MU- MIM0的 频谱效率, 调度的用户必须满足一些准则。 假定有两个不同的用户 A和 B, 为了使他 们能够有效地复用相同的物理资源进行通信, 以下三个准则必须满足: 1 ) 在相同的 时间里, 用户 A和 B都有数据需要发送; 2) 在相同的频率子带上, 用户 A和 B都有 高的信道增益; 3)用户 A和 B具有很低的空间互干扰。 准则 2) 能保证服务用户 (或 称服务子信道) 具有高的吞吐量, 而准则 3) 则保障了服务用户之间具有足够低的互 干扰。 In a multi-user MIMO multi-drop downlink transmission system, in the same radio RB (resource block), the base station can schedule multiple users to communicate with the same time and frequency resources. Studies have confirmed that the MU-MIM0 system can achieve more gain than the SU-MIM0 system when there are enough users with active data to transmit at the same time. However, in MU-MIM0, there is co-channel interference. Therefore, the number of users that the base station can serve with the same time-frequency resource is limited. How to efficiently schedule active users (active users: users who have data to be transmitted in the buffer, That is, users who have data transmission requirements) are the problems that the base station must solve, and the users must be reasonably selected to minimize or suppress interference between users. Therefore, in order to ensure the spectral efficiency of MU-MIM0, the scheduled users must meet some criteria. Assuming there are two different users A and B, in order for them to effectively multiplex the same physical resources for communication, the following three criteria must be met: 1) At the same time, both users A and B have data to send. 2) On the same frequency subband, both users A and B have High channel gain; 3) Users A and B have very low spatial interference. Criterion 2) ensures that service users (or service subchannels) have high throughput, while criterion 3) guarantees low inter-interference between service users.
另一方面, MU- MIM0和 SU-MIM0也具有各自的性能优势, MU-MIM0能获得更大的 平均扇区吞吐量, 而 SU- MIM0能使每个用户获得最大的峰值数据传输速率。 此外, 由 于业务模式的多样性,经常会出现只有一个活动用户有数据需要传输。在这种情况下, 应该使用 SU-MIM0模式以增加用户的峰值数据传输速率, 让用户尽快发送完数据。 因 此, SU-MIM0和 MU- MIM0的动态切换是需要的。 用户的调度方法在保证用户通信质量 的同时, 也要尽量最大化系统容量, 以获得最大化平均扇区吞吐量。  On the other hand, MU-MIM0 and SU-MIM0 also have their own performance advantages, MU-MIM0 can obtain a larger average sector throughput, and SU-MIM0 can achieve the maximum peak data transmission rate for each user. In addition, due to the diversity of business models, it is often the case that only one active user has data to transmit. In this case, the SU-MIM0 mode should be used to increase the user's peak data transfer rate, allowing the user to send the data as quickly as possible. Therefore, dynamic switching of SU-MIM0 and MU-MIM0 is required. The user's scheduling method should maximize the system capacity while maximizing the average sector throughput while ensuring the quality of user communication.
因此,如何在高效地调度活动用户进行服务的同时,还要保障 SU- MIM0和 MU-MIM0 的动态切换, 是急需解决的问题, 而现有技术还没有能提出有效的解决方案, 以下是 现有技术解决方案的举例。  Therefore, how to effectively schedule the active users to perform services while ensuring the dynamic switching of SU-MIM0 and MU-MIM0 is an urgent problem to be solved, and the prior art has not been able to propose an effective solution. There are examples of technical solutions.
现有的解决方案 1 : 随机调度预编码方案, 基本原理为: 系统选择那些瞬时信道 增益最大的用户获得基站服务, 并组成预编码。 这种方案的设计目标就是使整个系统 的吞吐量最大化。 也称为 "多用户分集"。 该方案的缺点是: 没有考虑用户之间的干 扰, 可能出现单个用户的性能降低, 而且, 由于用户间干扰, 造成系统频谱效率的下 降。  Existing solution 1: The random scheduling precoding scheme, the basic principle is: The system selects those users with the highest instantaneous channel gain to obtain the base station service and compose precoding. The design goal of this solution is to maximize the throughput of the entire system. Also known as "multi-user diversity." The disadvantages of this scheme are: without considering the interference between users, the performance degradation of individual users may occur, and the spectrum efficiency of the system is degraded due to interference between users.
现有的解决方案 2: 发射机估计所有活动用户的下行信道信息, 然后计算这些活 动用户的信道相关性, 选择信道相关性最小的用户作为服务用户。 该方案的缺点是: 该方法最小化了服务用户之间的干扰, 即只满足了准则 1 )和 3 ), 最大化了通信性能。 但是, 该方法没有考虑单个服务用户的通信质量, 即准则 2), 不能保证最大化用户吞 吐量。 其次, 该方法没有解决 MU-MIM0和 SU- MIM0的自动切换问题。  Existing solution 2: The transmitter estimates the downlink channel information of all active users, then calculates the channel correlation of these active users, and selects the user with the smallest channel correlation as the service user. The disadvantages of this scheme are: This method minimizes interference between service users, ie only meets criteria 1) and 3), maximizing communication performance. However, this method does not consider the communication quality of a single service user, ie, criterion 2), and cannot guarantee maximum user throughput. Second, the method does not solve the automatic switching problem of MU-MIM0 and SU-MIM0.
现有的解决方案 3: 基于缩减搜索范围的最大化系统容量的贪婪用户选择法。 该 方案的缺点是: 该方案考虑了单个用户的信道质量, 同时也考虑了系统容量, 以数学 优化的方式, 即最大化系统容量进行用户选择。该方案的缺点是: 复杂度较高。其次, 该方案不能在 MU-MIM0和 SU- MIM0之间自适应切换, 仅为 MU- MIM0模式。 而且, 该方 案没有涉及用户的调制编码方式选择方法。 发明内容  Existing Solution 3: A greedy user selection method that maximizes system capacity based on reduced search scope. The disadvantages of this scheme are: The scheme takes into account the channel quality of a single user, and also considers the system capacity, in a mathematically optimized way, ie maximizing system capacity for user selection. The disadvantages of this program are: High complexity. Second, the scheme cannot be adaptively switched between MU-MIM0 and SU-MIM0, only in MU-MIM0 mode. Moreover, the scheme does not involve the user's modulation coding mode selection method. Summary of the invention
本发明的目的是提供一种时分双工多入多出下行发射系统的用户调度方法和装 置, 综合考虑了准则 1 ) 至 3) ,以进行用户调度, 还解决现有技术不能在高效地调度 活动用户进行服务的同时保障 SU-MIM0和 MU-MIM0的动态切换的技术问题。 The object of the present invention is to provide a user scheduling method and device for a time division duplex multiple input multiple output downlink transmission system. The criteria 1) to 3) are comprehensively considered for user scheduling, and the technical problem that the prior art cannot guarantee the dynamic switching of SU-MIM0 and MU-MIM0 while efficiently scheduling active users is also solved.
为了实现上述目的, 本发明提供了一种时分双工多入多出下行发射系统的用户调 度方法, 包括: 增益获得步骤, 根据活动用户的至少二个可用子信道的信道增益和所 述至少二个可用子信道之间的相关系数获取每一所述至少二个可用子信道的有效增 益; 首选服务子信道获得步骤, 根据所述有效增益从所述至少二个可用子信道中选择 出一个可用子信道作为首选服务子信道; 次选服务子信道获得步骤, 根据剩余可用子 信道与最新选出的服务子信道之间的相关系数重新计算有效增益, 并根据所述重新计 算的有效增益选择次选服务子信道。  In order to achieve the above object, the present invention provides a user scheduling method for a time division duplex multiple input multiple output downlink transmission system, including: a gain obtaining step, according to channel gains of at least two available subchannels of the active user and the at least two Obtaining an effective gain of each of the at least two available subchannels by a correlation coefficient between available subchannels; a preferred serving subchannel obtaining step, selecting one of the at least two available subchannels according to the effective gain a subchannel as a preferred serving subchannel; a secondary serving subchannel obtaining step of recalculating the effective gain according to a correlation coefficient between the remaining available subchannel and the newly selected serving subchannel, and selecting the number according to the recalculated effective gain Select the service subchannel.
优选地, 上述的方法, 所述增益获得步骤具体包括: 信道集合获得步骤, 获得所 有活动用户所具有的所有可用子信道的信道集合和每个所述可用子信道的信道增益; 增益计算步骤, 计算每两个所述可用子信道之间的相关系数, 根据所述信道增益和所 述相关系数获得每个所述可用子信道的有效增益。  Preferably, in the foregoing method, the gain obtaining step specifically includes: a channel set obtaining step, obtaining a channel set of all available subchannels and channel gains of each of the available subchannels of all active users; a gain calculation step, A correlation coefficient between each of the two available subchannels is calculated, and an effective gain of each of the available subchannels is obtained based on the channel gain and the correlation coefficient.
优选地, 上述的方法, 所述首选服务子信道获得步骤具体包括:选择有效增益最 大的可用子信道作为首选服务子信道; 将所述首选服务子信道从所述信道集合中移 除。  Preferably, in the foregoing method, the preferred serving subchannel obtaining step specifically includes: selecting a available subchannel with the largest effective gain as the preferred serving subchannel; and removing the preferred serving subchannel from the channel set.
优选地, 上述的方法, 所述次选服务子信道获得步骤具体包括:计算所述信道集 合中每个可用子信道相对于最新选择的服务子信道的相关系数; 根据该相关系数重新 获得每个所述可用子信道的有效增益, 选择有效增益最大的可用子信道作为次选服务 子信道; 将该次选服务子信道从所述信道集合中移除。  Preferably, in the foregoing method, the step of obtaining the sub-channel sub-channel specifically includes: calculating a correlation coefficient of each available sub-channel in the channel set with respect to a newly selected serving sub-channel; and re-acquiring each according to the correlation coefficient An effective gain of the available subchannel, selecting a available subchannel having the largest effective gain as a secondary serving subchannel; removing the secondary serving subchannel from the channel set.
优选地, 上述的方法, 所述次选服务子信道获得步骤之后还包括:判断步骤, 判 断服务子信道的个数是否达到预定数量, 是则结束选择, 否则返回所述次选服务子信 道获得步骤。  Preferably, in the foregoing method, after the step of selecting the sub-channel sub-channel, the method further includes: determining, determining whether the number of serving sub-channels reaches a predetermined number, and ending the selection, otherwise returning to the secondary serving sub-channel step.
优选地, 上述的方法, 所述信道集合获得步骤具体包括: 对单个活动用户的信道 估计信息进行特征分解获得对角矩阵, 所述对角矩阵对角线上非零元素的个数为该活 动用户的可用子信道的数目, 所述对角矩阵对角线上的元素项的值为对应所述可用子 信道的信道增益; 逐个处理所有活动用户, 获得所述信道集合和每个所述可用子信道 的信道增益。  Preferably, in the foregoing method, the step of obtaining the channel set specifically includes: performing feature decomposition on channel estimation information of a single active user to obtain a diagonal matrix, where the number of non-zero elements on the diagonal of the diagonal matrix is the activity a number of available subchannels of the user, a value of an element term on a diagonal of the diagonal matrix corresponding to a channel gain of the available subchannel; processing all active users one by one, obtaining the set of channels and each of the available Channel gain of the subchannel.
优选地, 上述的方法, 所述判断步骤之后还包括:利用估计的噪声功率和每个所 述服务子信道对应的有效增益, 估计出每个所述服务子信道的信干噪比, 并根据所述 信干噪比为所述服务子信道确定调制编码方式。 Preferably, in the foregoing method, after the determining step, the method further comprises: estimating, by using the estimated noise power and the effective gain corresponding to each of the serving subchannels, a signal to interference and noise ratio of each of the serving subchannels, and according to Said The signal to interference and noise ratio determines a modulation and coding scheme for the serving subchannel.
为了实现上述目的, 本发明还提供了一种时分双工多入多出下行发射系统的用户 调度装置, 包括: 信道集合获得单元, 用于: 获得所有活动用户所具有的所有可用子 信道的信道集合和每个所述可用子信道的信道增益; 连接所述信道集合获得单元的首 选服务子信道获得单元, 用于: 计算每两个所述可用子信道之间的相关系数, 根据所 述信道增益和所述相关系数获得每个所述可用子信道的有效增益, 根据有效增益选择 可用子信道作为首选服务子信道, 并将所述首选服务子信道从所述信道集合中移除。  In order to achieve the above object, the present invention further provides a user scheduling apparatus for a time division duplex multiple input multiple output downlink transmission system, including: a channel set obtaining unit, configured to: obtain channels of all available subchannels of all active users. a set and a channel gain of each of the available subchannels; a preferred serving subchannel obtaining unit connected to the channel set obtaining unit, configured to: calculate a correlation coefficient between each of the two available subchannels, according to the channel The gain and the correlation coefficient obtain an effective gain for each of the available subchannels, select a available subchannel as a preferred serving subchannel based on the effective gain, and remove the preferred serving subchannel from the set of channels.
优选地, 上述的装置, 还包括: 连接所述首选服务子信道获得单元的次选服务子 信道获得单元, 用于: 计算所述信道集合中每个可用子信道相对于最新选择的服务子 信道的相关系数, 根据该相关系数重新获得每个所述可用子信道的有效增益, 选择有 效增益最大的可用子信道作为次选服务子信道, 并将该次选服务子信道从所述信道集 合中移除。  Preferably, the foregoing apparatus further includes: a secondary serving subchannel obtaining unit that is connected to the preferred serving subchannel obtaining unit, configured to: calculate each available subchannel in the channel set with respect to a newly selected serving subchannel Correlation coefficient, re-obtaining the effective gain of each of the available subchannels according to the correlation coefficient, selecting a available subchannel with the largest effective gain as the secondary serving subchannel, and selecting the secondary serving subchannel from the channel set Remove.
优选地, 上述的装置, 还包括: 连接所述次选服务子信道获得单元的判断单元, 用于: 判断服务子信道的个数是否达到预定数量, 是则结束选择, 否则返回执行所述 次选服务子信道的功能。  Preferably, the foregoing apparatus further includes: a determining unit that is connected to the secondary serving subchannel obtaining unit, configured to: determine whether the number of serving subchannels reaches a predetermined number, and if yes, end the selection, otherwise return to perform the foregoing Select the function of the service subchannel.
优选地, 上述的装置, 所述信道集合获得单元中包括特征分解单元, 用于: 对单 个活动用户的信道估计信息进行特征分解获得对角矩阵, 所述对角矩阵对角线上非零 元素的个数为该活动用户的可用子信道的数目, 所述对角矩阵对角线上的元素项的值 为对应所述可用子信道的信道增益。  Preferably, in the foregoing apparatus, the channel set obtaining unit includes a feature decomposition unit, configured to: perform feature decomposition on channel estimation information of a single active user to obtain a diagonal matrix, where the diagonal matrix has non-zero elements on a diagonal The number of available subchannels of the active user, the value of the element term on the diagonal of the diagonal matrix corresponds to the channel gain of the available subchannel.
优选地, 上述的装置, 还包括连接所述判断单元的调制编码方式的确定单元, 用 于: 利用估计的噪声功率和每个所述服务子信道对应的有效增益, 估计出每个所述服 务子信道的信干噪比, 并根据所述信干噪比为所述服务子信道确定调制编码方式。  Preferably, the foregoing apparatus further includes: a determining unit that is connected to the modulation and coding mode of the determining unit, configured to: estimate each of the services by using the estimated noise power and an effective gain corresponding to each of the serving subchannels a signal to interference and noise ratio of the subchannel, and determining a modulation and coding mode for the serving subchannel according to the signal to interference and noise ratio.
优选地, 上述的装置, 所述首选服务子信道不为有效增益最小的可用子信道 优选地, 上述的装置, 所述服务子信道为有效增益最大的可用子信道。  Preferably, in the foregoing apparatus, the preferred serving subchannel is not the available subchannel with the smallest effective gain. Preferably, in the foregoing apparatus, the serving subchannel is a available subchannel with the largest effective gain.
本发明实施例的技术效果在于:  The technical effects of the embodiments of the present invention are as follows:
1、 本发明实施例采用的 "有效增益"是综合考虑单个用户信道质量 (子信道增 益) 和用户间干扰 (信道相关系数) 的用户选择准则, 因此, 本发明实施例在最小化 用户干扰 (等价于最大化系统容量) 的同时, 也保证了单个用户的吞吐量;  1. The "effective gain" adopted by the embodiment of the present invention is a user selection criterion that comprehensively considers a single user channel quality (subchannel gain) and inter-user interference (channel correlation coefficient), and therefore, the embodiment of the present invention minimizes user interference ( Equivalent to maximizing system capacity) while also ensuring the throughput of individual users;
2、在具有活动数据的活动用户比较少的情况下, 本发明实施例能自动由 MU- MIM0 模式切换到 SU-MIM0模式, 以获得最大化用户峰值数据传输速率; 3、 "有效增益"也被用于基站为每个用户或子信道确定调制编码方式,等价于 FDD 模式下, 基站根据用户反馈的 CQI选择调制编码的方法, 因为有效增益与噪声之比即 为子信道信干噪比的估计。 附图说明 2. In the case that there are few active users with active data, the embodiment of the present invention can automatically switch from the MU-MIM0 mode to the SU-MIM0 mode to obtain the maximum user peak data transmission rate; 3. The "effective gain" is also used by the base station to determine the modulation and coding scheme for each user or subchannel. Equivalent to the FDD mode, the base station selects the modulation and coding method according to the CQI fed back by the user, because the ratio of effective gain to noise is An estimate of the dry-noise ratio of the sub-channel signal. DRAWINGS
图 1为本发明方法实施例的步骤流程图;  1 is a flow chart of steps of an embodiment of a method according to the present invention;
图 2为本发明实施例提供的时分双工多入多出下行发射系统的结构图; 图 3为本发明实施例提供的自适应调制编码控制单元的模块结构图;  2 is a structural diagram of a time division duplex multiple input multiple output downlink transmission system according to an embodiment of the present invention; FIG. 3 is a block diagram of an adaptive modulation and coding control unit according to an embodiment of the present invention;
图 4为本发明实施例提供的用户调度方法的计算流程图;  FIG. 4 is a flowchart of a calculation of a user scheduling method according to an embodiment of the present invention;
图 5a、 5b为本发明实施例提供的 MU-MIM0与 SU-MIM0自动切换的操作实例 (基 站 2天线、 移动终端 2天线)  5a and 5b are diagrams showing an operation example of automatic switching between MU-MIM0 and SU-MIM0 according to an embodiment of the present invention (base station 2 antenna, mobile terminal 2 antenna)
图 6为本发明实施例提供的几种用户调度算法的误码率性能曲线图;  6 is a graph showing a BER performance curve of several user scheduling algorithms according to an embodiment of the present invention;
图 7为本发明用户调度方法实施例的公平性分析图;  7 is a fairness analysis diagram of an embodiment of a user scheduling method according to the present invention;
图 8是本发明方法实施例的调制编码方式的选择的流程图。 具体实施方式  Figure 8 is a flow diagram of the selection of a modulation and coding scheme for an embodiment of the method of the present invention. detailed description
为使本发明实施例的目的、 技术方案和优点更加清楚, 下面将结合附图对具体实 施例进行详细描述。  The specific embodiments are described in detail below with reference to the accompanying drawings.
图 1为本发明方法实施例的步骤流程图, 如图, 本发明方法实施例包括: 信道集合获得步骤 S101 :获得所有活动用户所具有的所有可用子信道的信道集合 和每个所述可用子信道的信道增益;  1 is a flowchart of steps of an embodiment of a method according to the present invention. As shown in the figure, the method embodiment of the present invention includes: a channel set obtaining step S101: obtaining a channel set of all available subchannels of all active users and each of the available sub-subs Channel gain of the channel;
首选服务用户 (服务子信道)获得步骤 S102: 计算每两个所述可用子信道之间的 相关系数, 根据所述信道增益和所述相关系数获得每个所述可用子信道的有效增益, 选择有效增益最大的可用子信道作为服务用户, 并将所述服务用户从所述信道集合中 移除;  a preferred service user (serving subchannel) obtaining step S102: calculating a correlation coefficient between every two of the available subchannels, obtaining an effective gain of each of the available subchannels according to the channel gain and the correlation coefficient, selecting An available subchannel having the largest effective gain as a serving user, and removing the service user from the channel set;
次选服务用户获得步骤 S103:计算所述信道集合中每个可用子信道相对于最新选 择的服务用户的相关系数, 根据该相关系数重新获得每个所述可用子信道的有效增 益, 选择有效增益最大的可用子信道作为服务用户, 并将该服务用户从所述信道集合 中移除;  The secondary service user obtains step S103: calculating a correlation coefficient of each available subchannel in the channel set with respect to the newly selected service user, regaining the effective gain of each of the available subchannels according to the correlation coefficient, and selecting an effective gain The largest available subchannel acts as a service user and removes the service user from the set of channels;
判断步骤 S104: 判断服务用户的个数是否达到预定数量, 是则结束选择, 否则返 回所述次选服务用户获得步骤。 Judgment step S104: determining whether the number of service users reaches a predetermined number, and if yes, ending the selection, otherwise returning Go back to the secondary service user to get the steps.
可选地, 还可以包括调制编码方式的确定步骤 S105: 利用估计的噪声功率和每个 所述服务用户对应的有效增益, 估计出每个所述服务用户的信干噪比, 并根据所述信 干噪比为所述服务用户确定调制编码方式。  Optionally, a determining step S105 of the modulation coding mode may be further included: estimating, by using the estimated noise power and the effective gain corresponding to each service user, a signal to interference and noise ratio of each of the service users, and according to the The signal to interference and noise ratio determines the modulation and coding scheme for the serving user.
图 2为本发明实施例提供的时分双工多入多出下行发射系统的结构图, 如图, 本 发明实施例提供的用户调度装置包括图中的自适应调制编码控制单元 20,用于根据活 动用户的可用子信道的信道增益和所述可用子信道之间的相关系数获取所述可用子 信道的有效增益, 根据所述有效增益选择出一个可用子信道作为服务用户; 根据剩余 可用子信道与最新选出的服务用户之间的相关系数重新计算有效增益, 并根据所述重 新计算的有效增益选择下一个服务用户。  2 is a structural diagram of a time division duplex multiple input multiple output downlink transmission system according to an embodiment of the present invention. As shown in the figure, the user scheduling apparatus provided by the embodiment of the present invention includes an adaptive modulation and coding control unit 20 in the figure, which is used according to FIG. Obtaining the effective gain of the available subchannels by the channel gain of the available subchannels of the active user and the correlation coefficient between the available subchannels, selecting one available subchannel as the serving user according to the effective gain; according to the remaining available subchannels The correlation coefficient is recalculated with the correlation coefficient between the newly selected service users, and the next service user is selected based on the recalculated effective gain.
图 3为本发明实施例提供的自适应调制编码控制单元的模块结构图, 如图, 自适 应调制编码控制单元 20包括有与图 1 中的步骤相对应的功能模块, 包括信道集合获 得单元 201、首选服务用户获得单元 202、次选服务用户获得单元 203、判断单元 204、 调制编码方式的确定单元 205。  3 is a block diagram of an adaptive modulation and coding control unit according to an embodiment of the present invention. As shown in the figure, the adaptive modulation and coding control unit 20 includes a function module corresponding to the step in FIG. 1, and includes a channel set obtaining unit 201. The preferred service user obtaining unit 202, the secondary service user obtaining unit 203, the determining unit 204, and the modulation and coding mode determining unit 205.
其中, 首选服务用户获得单元 202, 用于: 计算每两个所述可用子信道之间的相 关系数, 根据所述信道增益和所述相关系数获得每个所述可用子信道的有效增益, 根 据有效增益选择可用子信道作为服务子信道, 并将所述服务子信道从所述信道集合中 移除。 所述服务子信道为一个有效增益较大的可用子信道, 优选为有效增益最大的可 用子信道, 不为有效增益最小的可用子信道图 4为本发明实施例提供的用户调度方法 的计算流程图, 如图, 流程包括:  The preferred service user obtaining unit 202 is configured to: calculate a correlation coefficient between each of the two available subchannels, and obtain an effective gain of each of the available subchannels according to the channel gain and the correlation coefficient, according to The effective gain selects the available subchannels as serving subchannels and removes the serving subchannels from the set of channels. The serving subchannel is a usable subchannel with a large effective gain, and is preferably a usable subchannel with the largest effective gain, and is not a usable subchannel with the smallest effective gain. FIG. 4 is a flow chart for calculating a user scheduling method according to an embodiment of the present invention. Figure, as shown in the figure, the process includes:
5401 , 基站必须根据活动用户的上行导频信号估计出上行信道信息, 并利用 TDD 信道的互惠属性获得活动用 的下行信道信息 fi*, 其中, 为活动用户索引且 1≤*≤ , Κ为活动用户数目; Η*为1 ^ χ ΛΓ '维矩阵, N 为第 k个用户的天线元数目,5401. The base station must estimate the uplink channel information according to the uplink pilot signal of the active user, and obtain the downlink channel information fi * for the activity by using the reciprocal attribute of the TDD channel, where is an active user index and 1≤*≤, Κ is active Number of users; Η * is 1 ^ χ 维 'dimensional matrix, N is the number of antenna elements of the kth user,
^ '为基站天线元数目。在用户高速移动或上下行间隔时间超过信道相干时间等, 信道 互惠属性被破坏的情况下, 也可使用现有技术中的其它稳健的信道估计方法。 ^ 'The number of antenna elements for the base station. Other robust channel estimation methods in the prior art may also be used in the case where the user's high speed mobile or uplink and downlink intervals exceed the channel coherence time, etc., and the channel reciprocal properties are corrupted.
5402, 设基站要从 K个活动用户中调度 R个用户进行同时服务, 根据第 k个活动 用户的信道信息 H*, 计算可用子信道的信道增益 σ¾和可用子信道数目 Ρ ( »'为子信道 索弓 I , 且 1≤/≤尸)。 方法为: 对信道估计 Η*进行信道特征分解, 即 ή^ί/^^ , 其中, D*为对角阵, 对角线非零元素 的个数就是用户 的可用子信道数目 P, 对角 线元素就是对应子信道的信道增益 ; ^表示第 k个用户的接收信道特征矩阵; ^表 示为第 k 个用户 的发射信道矩阵。 将 K X P 个子信道形成集合 AU={ auki\\≤k≤K,\≤i≤P } , 将对 应 的 子 信 道 增 益 形 成 增 益 集 合
Figure imgf000010_0001
5402, the base station is configured to schedule R users from the K active users for simultaneous service, and calculate the channel gain σ3⁄4 of the available subchannels and the number of available subchannels according to the channel information H * of the kth active user ( »' is a sub Channel cable I, and 1 ≤ / ≤ corpse). The method is: performing channel feature decomposition on the channel estimation Η *, ie, ή^ί/^^, where D * is a diagonal matrix, and the number of non-zero elements of the diagonal is the number of available subchannels of the user P, diagonal The line element is the channel gain of the corresponding subchannel ; ^ represents the receiving channel characteristic matrix of the kth user; Shown as the transmit channel matrix for the kth user. The KXP subchannels are formed into a set AU={ au ki \\≤k≤K,\≤i≤P } , and the corresponding subchannel gain is formed into a gain set.
Figure imgf000010_0001
5403, 计算活动用户集合 AU中两两子信道的相关系数, 并存储。 用户 *的第' '子 信道与用户/的第 子信道的信道相关系数的计算方法为:
Figure imgf000010_0002
表 示用户 k的发射相关矩阵 的第 列列向量; V表示用户 I的发射相关矩阵 V'的第 j列 列向量;
5403. Calculate a correlation coefficient of two or two subchannels in the active user set AU, and store the coefficient. The channel correlation coefficient of the user's 'subchannel' and the user's first subchannel is calculated as:
Figure imgf000010_0002
a column column vector representing a transmission correlation matrix of user k ; V represents a j-th column column vector of a transmission correlation matrix V ' of user I;
5404,计算 AU中每个子信道的等效增益,计算方法为: Gk'i = Π , 将各个子信道的等效增益进行存储。 'J≠i 5404. Calculate an equivalent gain of each subchannel in the AU by calculating: G k ' i = Π , storing the equivalent gain of each subchannel. ' J≠i
S405,第一个服务用户的选择。选择具有最大等效增益的子信道及对应用户 "作 为第一个服务用户, 即最大子信道增益 Gfa.
Figure imgf000010_0003
,l≤ ≤尸), 并将其加入 服务用户集合 SU= Wfc}, 且从 AU集合中移出, 从集合 G中移出对应的子信道增益;
S405, the first service user's choice. Select the subchannel with the largest equivalent gain and the corresponding user "as the first service user, ie the maximum subchannel gain G fa .
Figure imgf000010_0003
, l≤ ≤ corpse), and added to the service user set SU= Wfc }, and removed from the AU set, and the corresponding subchannel gain is removed from the set G;
5406, 判断集合 SU中的服务用户数目是否等于设定的服务用户数目 R, 如果是, 退出服务用户调度程序, 否则, 继续执行 S407; 5406, determining whether the number of service users in the set SU is equal to the set number of service users R, if yes, exiting the service user scheduler, otherwise, proceeding to S407;
5407, 计算集合 SU中最新选择的子信道及对应用户 a"«与 AU中其余用户子信道 的等效子信道增益, (¾=(1- A .)GW5407. Calculate the latest subchannel of the set SU and the equivalent subchannel gain of the corresponding user a "« and the remaining user subchannels in the AU, (3⁄4=(1 - A .) G W .
5408, 选择具有最大等效增益的子信道及对应用户""'作为第二个服务用户, 即 ;=max{G; :1</< :,1< j≤P), 并加入 SU集合, 即 Sli= "fc , }, 且从 AU集合中 移出, 从集合 G中移出对应的子信道增益。 同时, 用计算的等效增益分别更新集合 G 中的对应元素值; 5408, selecting a subchannel having a maximum equivalent gain and a corresponding user ""' as a second service user, ie; =max{G; :1</<:,1<j≤P), and joining the SU set, That is, Sli = " fc , }, and is removed from the AU set, and the corresponding subchannel gain is removed from the set G. Meanwhile, the corresponding element values in the set G are respectively updated by the calculated equivalent gain;
重复步骤 S406~ S408, 直到调度程序结束。  Repeat steps S406~S408 until the scheduler ends.
以上实施例中, 如果活动用户数比较少, 而且用户之间的相关系数很高, 那么这 时, 经过以上的用户选择过程之后, 可能系统最终只选择了一个用户进行服务, 这种 情况下, 实际变为单用户 MIM0情况 (SU-MIM0), 即调度算法能根据环境在 MU-MIM0 和 SU- MIM0之间自适应切换。 如图 5a、 5b所示的实施例, 基站和用户都具有 2根天 线用于发射和接收。 开始时候, 基站服务的小区中共有 A到 E共 5位用户, 但用户 E 还没有数据要传输。 系统初始选择用户 C和 A服务。 到第 2个发射时刻, 用户 C的数 据传输完毕,活动用户只有 A、 B和 D, 由于三个用户靠的比较近,信道相关系数很高, 造成用户 B和 C的有效信道增益很低, 因此, 基站调度用户 A的 2个子信道都进行数 据传输, 即系统由 MU-MIM0模式转换成了 SU- MIM0模式, 即在用户间干扰可能严重的 条件下, 基站选择 SU-MIM0模式, 优先保障了单个用户的峰值数据传输速率。 图 5a、 5b中其余发射时刻基站的用户调度情况可以类似进行分析。 In the above embodiment, if the number of active users is relatively small, and the correlation coefficient between the users is high, then after the above user selection process, the system may eventually select only one user to perform the service. In this case, Actually becomes the single-user MIM0 case (SU-MIM0), that is, the scheduling algorithm can adaptively switch between MU-MIM0 and SU-MIM0 according to the environment. As in the embodiment shown in Figures 5a, 5b, both the base station and the user have 2 antennas for transmission and reception. At the beginning, there are a total of 5 users A to E in the cell served by the base station, but user E has no data to transmit. The system initially selects the user C and A services. By the second transmission time, the data transmission of user C is completed, and the active users only have A, B, and D. Since the three users are relatively close, the channel correlation coefficient is high, and the effective channel gains of users B and C are very low. Therefore, the base station schedules the two subchannels of user A to perform data transmission, that is, the system is converted from the MU-MIM0 mode to the SU-MIM0 mode, that is, the interference between users may be serious. Under the condition, the base station selects the SU-MIM0 mode, which preferentially guarantees the peak data transmission rate of a single user. The user scheduling situation of the base station in the remaining transmission moments in FIG. 5a, 5b can be similarly analyzed.
图 6显示的是几种用户调度算法的误码率性能曲线, 模拟系统条件为: 基站 4天 线,每个移动台 2根天线,活动用户 40,每次选择 4个用户接受同时服务。信噪比 (SNR) 单位为分贝(dB), 调制方式为 QPSK, 随机平衰落信道。 如果每次选择 2个用户进行同 时服务, 模拟表明, SU- MIM0模式的概率为大约 6%。 图 7显示的是本发明用户调度 方法实施例的公平性分析, 并与参考方案进行了对比, 可以看出, 本发明用户调度方 法实施例与参考方案具有相似的调度公平性。  Figure 6 shows the bit error rate performance curves of several user scheduling algorithms. The simulated system conditions are: base station 4 days line, 2 mobile stations per mobile station, active users 40, and 4 users are selected to receive simultaneous services each time. The signal-to-noise ratio (SNR) is in decibels (dB) and the modulation is QPSK, a random flat fading channel. If you select 2 users to perform the same service each time, the simulation shows that the probability of SU-MIM0 mode is about 6%. FIG. 7 is a view showing the fairness analysis of the embodiment of the user scheduling method of the present invention, and comparing with the reference scheme, it can be seen that the user scheduling method embodiment of the present invention has similar scheduling fairness with the reference scheme.
图 8是本发明方法实施例的调制编码方式的选择流程图。 基站选择了服务用户, 即 SU集合, 接下来, 基站根据这些调度的服务用户的信道质量, 为它们选择适当的 调制编码方式, 其选择依据将是用户子信道的信干噪比 (SINR)。 如果 TDD系统中没 有反馈链路, 那么基站无法得到用户测量的子信道的 SINR。 但是, 根据服务用户选择 方法的原理, 本实施例用有效信道增益与噪声功率之比作为调制编码方式的选择依据 是合理的, 因为有效信道增益已经考虑了其它用户干扰的因素。 有效信道增益与噪声 功率之比是一个类似于 SINR 的量, 但是, 用其作为子信道调制编码方式的选择依据 足够了。 那么, 如图 8, 调制编码方式的选择流程包括:  FIG. 8 is a flow chart showing selection of a modulation and coding mode according to an embodiment of the method of the present invention. The base station selects the serving user, that is, the SU set. Next, the base station selects an appropriate modulation and coding mode for the service users according to the channel quality of the scheduled service users, and the selection basis is based on the signal to interference and noise ratio (SINR) of the user subchannel. If there is no feedback link in the TDD system, the base station cannot obtain the SINR of the subchannel measured by the user. However, according to the principle of the service user selection method, it is reasonable to use the ratio of the effective channel gain to the noise power as the selection basis of the modulation and coding mode in this embodiment, since the effective channel gain has taken into account other user interference factors. The ratio of effective channel gain to noise power is an amount similar to SINR, but it is sufficient to use it as a basis for subchannel modulation coding. Then, as shown in Figure 8, the selection process of the modulation and coding method includes:
5801 , 根据以上实施例的步骤 S403 中所存储的两两用户的相关系数, 计算集合  5801. Calculate a set according to correlation coefficients of two or two users stored in step S403 of the above embodiment.
SU 中 对 应 子 信 道 " ^ 的 等 效 信 道 增 益 , 计 算 方 式 如 下 : G = ft (卜/ In SU, the equal channel of the channel "^" is increased, and the calculation method is as follows: G = ft (b/
l≠kJ≠i ^SU,j SU  l≠kJ≠i ^SU,j SU
5802, 计算集合 SU中对应子信道的有效信道增益与噪声功率之比 EGNR。 SU中子 信道 的 EGNR估计为: Ε。Ν^ (θ Ισ , 其中, σ""为基站获得的第 k个用 户的噪声功率; 5802. Calculate an effective channel gain to noise power ratio EGNR of the corresponding subchannel in the set SU. The EGNR of the SU neutron channel is estimated as: Ε. Ν^ (θ Ισ , where σ "" is the noise power of the kth user obtained by the base station;
5803, 根据估计的 EGNR和设定的选择规则为每个子信道选择调制编码方式。 由上可知, 采用本方案之后的优势是:  5803. Select a modulation coding mode for each subchannel according to the estimated EGNR and the set selection rule. As can be seen from the above, the advantages after adopting this scheme are:
1、 "有效增益"是综合考虑单个用户信道质量 (子信道增益) 和用户间干扰 (信 道相关系数) 的用户选择准则, 因此, 本发明实施例在最小化用户干扰 (等价于最大 化系统容量) 的同时, 也能保证单个用户的吞吐量;  1. "Effective gain" is a user selection criterion that comprehensively considers a single user channel quality (subchannel gain) and inter-user interference (channel correlation coefficient), and therefore, embodiments of the present invention minimize user interference (equivalent to maximizing the system) Capacity), while also ensuring the throughput of a single user;
2、在具有活动数据的活动用户比较少的情况下, 本发明实施例能自动由 MU- MIM0 模式切换到 SU-MIM0模式, 以获得最大化用户峰值数据传输速率; 3、 "有效增益"也被用于基站为每个用户或子信道确定调制编码方式,等价于 FDD 模式下, 基站根据用户反馈的 SINR选择调制编码的方法, 因为有效增益与噪声之比 即为子信道信干噪比的估计。 2. In the case that there are few active users with active data, the embodiment of the present invention can automatically switch from the MU-MIM0 mode to the SU-MIM0 mode to obtain the maximum user peak data transmission rate; 3. The "effective gain" is also used by the base station to determine the modulation coding mode for each user or subchannel. Equivalent to the FDD mode, the base station selects the modulation coding method according to the SINR fed back by the user, because the ratio of effective gain to noise is An estimate of the dry-noise ratio of the sub-channel signal.
以上所述仅是本发明的优选实施方式, 应当指出, 对于本技术领域的普通技术人 员来说, 在不脱离本发明原理的前提下, 还可以做出若干改进和润饰, 这些改进和润 饰也应视为本发明的保护范围。  The above description is only a preferred embodiment of the present invention, and it should be noted that those skilled in the art can also make several improvements and retouchings without departing from the principles of the present invention. It should be considered as the scope of protection of the present invention.

Claims

权 利 要 求 Rights request
1. 一种时分双工多入多出下行发射系统的用户调度方法, 其特征在于, 包括: 增益获得步骤, 根据活动用户的至少二个可用子信道的信道增益和所述至少二个 可用子信道之间的相关系数获取每一所述至少二个可用子信道的有效增益; A user scheduling method for a time division duplex multiple input multiple output downlink transmission system, comprising: a gain obtaining step, according to a channel gain of at least two available subchannels of the active user and the at least two available sub A correlation coefficient between the channels obtains an effective gain of each of the at least two available subchannels;
首选服务子信道获得步骤, 根据所述有效增益从所述至少二个可用子信道中选择 出一个可用子信道作为首选服务子信道;  a preferred serving subchannel obtaining step of selecting one available subchannel from the at least two available subchannels as a preferred serving subchannel according to the effective gain;
次选服务子信道获得步骤, 根据剩余可用子信道与最新选出的服务子信道之间的 相关系数重新计算有效增益, 并根据所述重新计算的有效增益选择次选服务子信道。  The secondary serving subchannel obtaining step recalculates the effective gain based on a correlation coefficient between the remaining available subchannel and the newly selected serving subchannel, and selects the secondary serving subchannel according to the recalculated effective gain.
2. 根据权利要求 1所述的方法, 其特征在于, 所述增益获得步骤具体包括: 信道集合获得步骤, 获得所有活动用户所具有的所有可用子信道的信道集合和每 个所述可用子信道的信道增益;  The method according to claim 1, wherein the gain obtaining step specifically comprises: a channel set obtaining step, obtaining a channel set of all available subchannels of all active users and each of the available subchannels Channel gain;
增益计算步骤, 计算每两个所述可用子信道之间的相关系数, 根据所述信道增益 和所述相关系数获得每个所述可用子信道的有效增益。  a gain calculation step of calculating a correlation coefficient between each of the two available subchannels, and obtaining an effective gain of each of the available subchannels based on the channel gain and the correlation coefficient.
3. 根据权利要求 1 所述的方法, 其特征在于, 所述首选服务子信道获得步骤具 体包括:  The method according to claim 1, wherein the preferred serving subchannel obtaining step comprises:
选择有效增益最大的可用子信道作为首选服务子信道;  Select the available subchannel with the largest effective gain as the preferred serving subchannel;
将所述首选服务子信道从所述信道集合中移除。  The preferred serving subchannel is removed from the set of channels.
4. 根据权利要求 1 所述的方法, 其特征在于, 所述次选服务子信道获得步骤具 体包括:  The method according to claim 1, wherein the step of selecting the sub-channel sub-channel obtaining comprises:
计算所述信道集合中每个可用子信道相对于最新选择的服务子信道的相关系数; 根据该相关系数重新获得每个所述可用子信道的有效增益, 选择有效增益最大的 可用子信道作为次选服务子信道;  Calculating a correlation coefficient of each available subchannel in the set of channels with respect to a newly selected serving subchannel; regaining an effective gain of each of the available subchannels according to the correlation coefficient, and selecting a available subchannel having the largest effective gain as a secondary Select the service subchannel;
将该次选服务子信道从所述信道集合中移除。  The secondary service subchannel is removed from the set of channels.
5. 根据权利要求 1 所述的方法, 其特征在于, 所述次选服务子信道获得步骤之 后还包括:  The method according to claim 1, wherein the step of obtaining the sub-channel sub-channel further comprises:
判断步骤, 判断服务子信道的个数是否达到预定数量, 是则结束选择, 否则返回 所述次选服务子信道获得步骤。  The determining step determines whether the number of serving subchannels reaches a predetermined number, and if yes, ends the selection, otherwise returns to the secondary serving subchannel obtaining step.
6. 根据权利要求 2所述的方法, 其特征在于, 所述信道集合获得步骤具体包括: 对单个活动用户的信道估计信息进行特征分解获得对角矩阵, 所述对角矩阵对角 线上非零元素的个数为该活动用户的可用子信道的数目, 所述对角矩阵对角线上的元 素项的值为对应所述可用子信道的信道增益; The method according to claim 2, wherein the step of obtaining the channel set specifically comprises: performing feature decomposition on channel estimation information of a single active user to obtain a diagonal matrix, where the diagonal matrix is not diagonal The number of zero elements is the number of available subchannels of the active user, and the elements on the diagonal of the diagonal matrix The value of the prime term corresponds to the channel gain of the available subchannels;
逐个处理所有活动用户, 获得所述信道集合和每个所述可用子信道的信道增益。 All active users are processed one by one, obtaining the channel set and the channel gain of each of the available subchannels.
7. 根据权利要求 5所述的方法, 其特征在于, 所述判断步骤之后还包括: 利用估计的噪声功率和每个所述服务子信道对应的有效增益, 估计出每个所述服 务子信道的信干噪比, 并根据所述信干噪比为所述服务子信道确定调制编码方式。 The method according to claim 5, wherein the determining step further comprises: estimating each of the serving subchannels by using the estimated noise power and an effective gain corresponding to each of the serving subchannels And a signal to interference ratio, and determining a modulation and coding mode for the serving subchannel according to the signal to interference and noise ratio.
8. 一种时分双工多入多出下行发射系统的用户调度装置, 其特征在于, 包括- 信道集合获得单元, 用于: 获得所有活动用户所具有的所有可用子信道的信道集 合和每个所述可用子信道的信道增益;  A user scheduling apparatus for a time division duplex multiple input multiple output downlink transmission system, characterized by comprising: a channel set obtaining unit, configured to: obtain a channel set of each available subchannel of each active user, and each Channel gain of the available subchannels;
连接所述信道集合获得单元的首选服务子信道获得单元, 用于: 计算每两个所述 可用子信道之间的相关系数, 根据所述信道增益和所述相关系数获得每个所述可用子 信道的有效增益, 根据有效增益选择可用子信道作为首选服务子信道, 并将所述首选 服务子信道从所述信道集合中移除。  And a preferred serving subchannel obtaining unit that is connected to the channel set obtaining unit, configured to: calculate a correlation coefficient between every two of the available subchannels, and obtain each of the available subsumers according to the channel gain and the correlation coefficient The effective gain of the channel, selecting the available subchannel as the preferred serving subchannel based on the effective gain, and removing the preferred serving subchannel from the set of channels.
9. 根据权利要求 8所述的装置, 其特征在于, 还包括:  9. The device according to claim 8, further comprising:
、 连接所述首选服务子信道获得单元的次选服务子信道获得单元, 用于: 计算所述 信道集合中每个可用子信道相对于最新选择的服务子信道的相关系数, 根据该相关系 数重新获得每个所述可用子信道的有效增益, 选择有效增益最大的可用子信道作为次 选服务子信道, 并将该次选服务子信道从所述信道集合中移除。  And a secondary serving subchannel obtaining unit that is connected to the preferred serving subchannel obtaining unit, configured to: calculate a correlation coefficient of each available subchannel in the channel set with respect to a newly selected serving subchannel, and re Obtaining the effective gain of each of the available subchannels, selecting the available subchannel with the largest effective gain as the secondary serving subchannel, and removing the secondary serving subchannel from the channel set.
10. 根据权利要求 9所述的装置, 其特征在于, 还包括:  10. The device according to claim 9, further comprising:
连接所述次选服务子信道获得单元的判断单元, 用于: 判断服务子信道的个数是 否达到预定数量, 是则结束选择, 否则返回执行所述次选服务子信道的功能。  And a judging unit that is connected to the sub-selection service sub-channel obtaining unit, configured to: determine whether the number of serving sub-channels reaches a predetermined number, and if yes, end the selection, otherwise return to perform the function of the sub-selection service sub-channel.
11. 根据权利要求 8所述的装置, 其特征在于, 所述信道集合获得单元中包括特 征分解单元, 用于: 对单个活动用户的信道估计信息进行特征分解获得对角矩阵, 所 述对角矩阵对角线上非零元素的个数为该活动用户的可用子信道的数目, 所述对角矩 阵对角线上的元素项的值为对应所述可用子信道的信道增益。  The device according to claim 8, wherein the channel set obtaining unit includes a feature decomposition unit, configured to: perform feature decomposition on channel estimation information of a single active user to obtain a diagonal matrix, the diagonal The number of non-zero elements on the diagonal of the matrix is the number of available sub-channels of the active user, and the value of the element term on the diagonal of the diagonal matrix corresponds to the channel gain of the available sub-channel.
12. 根据权利要求 10所述的装置, 其特征在于, 还包括连接所述判断单元的调 制编码方式的确定单元, 用于: 利用估计的噪声功率和每个所述服务子信道对应的有 效增益, 估计出每个所述服务子信道的信干噪比, 并根据所述信干噪比为所述服务子 信道确定调制编码方式。  12. The apparatus according to claim 10, further comprising: a determining unit that is coupled to the modulation and coding mode of the determining unit, configured to: utilize the estimated noise power and an effective gain corresponding to each of the serving subchannels And estimating a signal to interference and noise ratio of each of the serving subchannels, and determining a modulation and coding mode for the serving subchannel according to the signal to interference and noise ratio.
13. 根据权利要求 8所述的装置, 其特征在于, 所述首选服务子信道不为有效增 益最小的可用子信道  13. The apparatus according to claim 8, wherein the preferred serving subchannel is not the available subchannel with the lowest effective gain.
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