WO2011147333A1 - Precoding processing method, precoding processing device and base station - Google Patents

Precoding processing method, precoding processing device and base station Download PDF

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Publication number
WO2011147333A1
WO2011147333A1 PCT/CN2011/075207 CN2011075207W WO2011147333A1 WO 2011147333 A1 WO2011147333 A1 WO 2011147333A1 CN 2011075207 W CN2011075207 W CN 2011075207W WO 2011147333 A1 WO2011147333 A1 WO 2011147333A1
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base station
precoding matrix
interference
precoding
parameter
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PCT/CN2011/075207
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French (fr)
Chinese (zh)
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阮亮中
刘坚能
杜颖钢
刘晟
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华为技术有限公司
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Publication of WO2011147333A1 publication Critical patent/WO2011147333A1/en

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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B7/00Radio transmission systems, i.e. using radiation field
    • H04B7/02Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas
    • H04B7/04Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas
    • H04B7/0413MIMO systems

Definitions

  • Precoding processing method, precoding processing device and base station The present application is filed on October 29, 2010, the Chinese Patent Office, the application number is 201010530342. 6 , and the invention name is "precoding processing method, precoding processing device and base station" Priority of Chinese Patent Application, the entire contents of which is incorporated herein by reference.
  • the embodiments of the present invention relate to a multiple input multiple output technology, and in particular, to a precoding processing method, a precoding processing apparatus, and a base station, and belong to the field of communication technologies. Background technique
  • the interference problem between signals is a key bottleneck affecting its development.
  • an idea to solve the interference problem is to share the channel information between the signal transmitters instead of sharing the data to be transmitted, and then use the Interference Alignment (IA) method to automatically
  • the interference from the transmitter is summed to the signal space that the corresponding receiver can handle, thereby achieving interference cancellation.
  • the existing interference alignment method assumes an arbitrary Gaussian symbol, the interference is random, and the interference space can be regarded as unstructured.
  • the interference alignment is to align the desired interference to a space of a smaller dimension, and utilize the remaining "clean" "Dimensions to transmit useful signals.
  • An important assumption of the interference alignment method is that when the transmitter has multiple transmit antennas, the corresponding channels of each antenna are independently and equally distributed.
  • the embodiments of the present invention provide a precoding processing method, a precoding processing apparatus, and a base station, which can effectively reduce interference and improve a transmission rate.
  • the present invention provides a precoding processing method, including:
  • the data stream is precoded according to the precoding matrix.
  • the present invention also provides a precoding processing apparatus, including:
  • a parameter obtaining module configured to acquire a spatial channel correlation parameter of a communication system where the base station is located, and obtain an interference avoidance parameter according to the spatial channel correlation parameter;
  • a first calculating module configured to acquire an element value of a fixed element of the precoding matrix to be constructed according to the interference avoidance parameter
  • a second calculating module configured to obtain, according to the interference alignment algorithm, an element value of other elements except the fixed element in the precoding matrix to be constructed
  • a building block configured to construct a precoding matrix according to the obtained element value of the precoding matrix fixed element to be constructed and the element value of the element other than the fixed element in the precoding matrix to be constructed;
  • an encoding processing module configured to perform precoding processing on the data stream according to the precoding matrix.
  • the present invention also provides a base station including the above-described precoding processing apparatus.
  • the precoding processing method, the precoding processing device, and the base station provided by the embodiments of the present invention Obtaining the spatial channel correlation parameter of the communication system where the base station is located, and further obtaining the interference avoidance parameter, calculating the element value of the fixed element of the precoding matrix, and performing interference avoidance; and then calculating and acquiring other elements in the precoding matrix according to the interference
  • the element value is pre-coded by using the pre-encoding matrix obtained above, and the interference avoidance and interference alignment are extracted, which can effectively suppress the interference.
  • Embodiment 1 is a schematic flowchart of Embodiment 1 of a precoding processing method according to the present invention
  • 2A is a schematic diagram of interference alignment
  • 2B is a schematic diagram of interference avoidance
  • 2C is a schematic diagram of interference avoidance coordination interference alignment
  • Embodiment 3 is a schematic flowchart of Embodiment 2 of a precoding processing method according to the present invention.
  • Embodiment 4 is a schematic flowchart of Embodiment 3 of a precoding processing method according to the present invention.
  • FIG. 5 is a schematic structural diagram of Embodiment 1 of a precoding processing apparatus according to the present invention.
  • FIG. 6 is a schematic structural diagram of Embodiment 2 of a precoding processing apparatus according to the present invention. detailed description
  • FIG. 1 is a schematic flowchart of Embodiment 1 of a precoding processing method according to the present invention. As shown in FIG. 1, the method includes the following steps:
  • Step 101 Obtain a spatial channel correlation parameter of a communication system where the base station is located, and obtain an interference avoidance parameter according to the spatial channel correlation parameter.
  • each transmission is considered.
  • Step 102 Acquire an element value of a fixed element of a precoding matrix to be constructed according to the interference avoidance parameter.
  • Step 102 perform interference avoidance calculation according to the interference avoidance parameter to obtain precoding.
  • the data of the fixed element part of the matrix that is, the base station service user set, the effective virtual transmission angle position set corresponding to the base station, the effective transmit signal position set corresponding to the base station, and the avoidance user set may be considered, and the calculation is performed according to the principle of interference avoidance;
  • Step 103 Obtain an element value of the element other than the fixed element in the precoding matrix to be constructed according to the interference alignment algorithm.
  • the interference space that can be processed obtains the element values of the elements other than the above fixed elements in the precoding matrix, so that the precoding matrix obtained in the method considers two factors of interference avoidance and interference alignment;
  • Step 104 Construct a precoding matrix according to the obtained element value of the fixed element and element values of other elements except the fixed element, and further perform precoding processing on the data stream according to the precoding matrix.
  • the precoding processing method provided by the foregoing embodiment of the present invention obtains the spatial channel correlation parameter of the communication system where the base station is located, and further acquires the interference avoidance parameter, to calculate the element value of the fixed element of the precoding matrix, and performs interference avoidance;
  • the element values of other elements in the precoding matrix are calculated according to the interference, and the precoding of the data stream by using the precoding matrix obtained above can suppress the interference.
  • the interference avoidance parameter in the foregoing embodiment of the present invention may specifically include a base station service user set, an effective virtual transmission angle location set corresponding to the base station, an effective transmit signal location set corresponding to the base station, and a evasive user set.
  • the interference avoidance set at this time may further include a change set of the effective virtual transmission angle position corresponding to the base station, and the base station, based on the foregoing four parameters. A set of changes in the position of the corresponding effective transmitted signal, and the like.
  • the spatial channel correlation parameter in the foregoing embodiment is relatively fixed. Therefore, the interference avoidance parameter can be obtained in an offline manner according to the spatial channel correlation parameter, and stored in the storage module, where the precoding matrix is obtained according to the interference avoidance parameter.
  • the element value of the fixed element may be an interference avoidance parameter obtained from the storage module; or may be calculated in real time according to the performance coefficient of the communication system to obtain the interference avoidance parameter of the communication system where the base station is located.
  • the user of the evasive user group may be further obtained for the data receiving end to receive the data.
  • the equalizer for causing the data receiving end to perform interference cancellation on the received data stream may specifically calculate the equalizer of the other user by using the minimum interference leakage criterion, and may further include sending the acquired equalizer to The step corresponding to the user's user device.
  • the use of the above equalizer can take into account the processing of the data receiving end.
  • the data transmitting end can iteratively update the equalizer and the precoder with each other; for the determined equalization vector, after the quantization
  • the data receiving end is notified, and the data receiving end can perform interference cancellation processing on the received data stream according to the equalizer.
  • the spatial correlation of the channel matrix is considered, and the pre-coding matrix is obtained by using the interference avoidance and the interference alignment method.
  • the pre-coding may be further performed according to the zero-forcing algorithm and/or the minimum mean square error algorithm. The element values of the elements in the matrix are corrected.
  • the environment in which the user is located usually has a relatively rich scatterer, and the user's terminal device receives a signal refracted or reflected by a plurality of surrounding scatterers, resulting in correlation in the channel fading process.
  • the user's terminal device receives a signal refracted or reflected by a plurality of surrounding scatterers, resulting in correlation in the channel fading process.
  • not all transmitting antennas contribute to or interfere with the terminal equipment, that is, for a specific user, under certain channel conditions, through corresponding processing, it is possible to make a certain transmitting antenna
  • the user has no influence at all, and the transmitting antenna can transmit signals of other users without being interfered by the specific user, and does not cause interference to the user, that is, the principle of interference avoidance.
  • each base station has N t transmit antennas, and each base station has K ( K ⁇ N t ) users, each user has N r antennas, and the base station And the user distribution is expressed as and M mk , where
  • the channel of the kth user is ⁇ , and each base station selects a part of its K users to provide services, that is, SDMA in the traditional sense, and the degree of freedom that each selected user can obtain is (d f ⁇ N r , that is, processing at most independent data streams) ⁇
  • the selected set of service users is The " ⁇ cron I" operation here is the operation of finding the total number of elements in the "A" set.
  • the available dimension for each user is 4 spaces.
  • FIG. 2A, FIG. 2B and FIG. 2C are interference processing methods from the base station B 2 and the base station B 3 for the user M
  • FIG. 2A, FIG. 2B and FIG. 2C are interference processing methods from the base station B 2 and the base station B 3 for the user M
  • FIG. 2A, FIG. 2B and FIG. 2C are interference processing methods from the base station B 2 and the base station B 3 for the user M
  • FIG. 2A, FIG. 2B is a schematic diagram of interference avoidance, and FIG. 2C is a schematic diagram of interference avoidance coordination interference alignment. As shown in FIG.
  • a channel matrix H from base station B 2 and base station B 3 to user Mu 2 - u and 3 ⁇ 4 - u are mutually uncorrelated, and the signals of the base station B 2 and the base station B 3 can be aligned in the interference alignment manner at the receiving end of the user B 1 into a dimension of two spaces, so that the user M can smoothly transmit 2 Signal of dimensions; as shown in Figure 2B, Is the idea of interference avoidance, and the equivalent channel is not full rank (if the equivalent channel is full rank, then since the base station B 2 and the base station B 3 have already filled the 4D space, the base station will not be able to transmit signals),
  • the spatial presentation correlation, the base station B 2 to the user's equivalent channel matrix 3 ⁇ 4—the zero position appears in the upper right corner, and its rank becomes 3, that is, the base station ⁇ can use the position without interference to the user Mu (ie, corresponding Spatial dimension) transmission, similarly, B 3 to the equivalent channel matrix of the user M
  • Figure 2C Synthesis in both cases above, according to the principle of first interference avoidance and spatial relevance 3 ⁇ 4- "and 3 ⁇ 4-" empty out the right two dimensional grid, i.e., using the principle of interference avoidance selecting u 22 and u 32 U 2 respectively and The second column of U 3 , and then according to the idea of interference alignment, the interference from the base station B 2 in the upper left corner is aligned with the interference of the base station B 3 , that is, 3 ⁇ 4 - u *! ⁇ : !
  • Figure 2B above uses the idea of interference avoidance, where the equivalent channel is not full rank. If the equivalent channel is full rank, then the base station B 2 and the base station B 3 have already filled the 4-dimensional space, and the base station will not be able to transmit. signal.
  • the idea of the embodiment of the present invention shown in FIG. 2C firstly performs interference avoidance according to the spatial correlation of the channel matrix, and then aligns the interference signal to the interference space that the user can process according to the principle of interference alignment, and cannot perform interference.
  • the interference alignment is directly performed, that is, the steps of acquiring the elements in the precoding matrix corresponding to steps 102 and 103 in the embodiment shown in FIG. 3 above.
  • the set is ⁇
  • the step of obtaining the interference avoidance parameter according to the above parameters can be performed offline, and the precoding and equalizer calculation based on the instantaneous channel state calculation can only pass through the online The operation is performed, so the process can be divided into two parts: an offline part and an online part.
  • FIG. 3 shows a calculation flow of the offline part and the online part, that is, the step of acquiring the interference avoidance parameter corresponding to step 101 in the implementation shown in FIG.
  • T T ⁇ E sub , where is given by:
  • Step 403 For each selected user Mma k , according to whether the avoidance condition is established, whether it should belong to the avoidable user set M, the avoidance condition can be expressed as:
  • Step 404 Determine whether all selected users can use interference avoidance, that is, determine
  • Step 405 Update ⁇ ⁇ , that is, including determining whether all users can be processed by interference alignment, and determining whether all virtual transmission dimensions have been used for alignment, as shown in FIG. 4, where ⁇ is a base station set , Proceed as follows:
  • Step 4054 determining whether all virtual angles have been used for interference alignment, that is,
  • T n z ⁇ ,2,..., N , V «e ⁇ l,2,... G ⁇ is true, if yes, exit the algorithm and output the same result as the last calculation ⁇ ⁇ 7 ⁇ 7 ⁇ M , that is, all the base stations have been updated, then the iteration is stopped and the output is output. Otherwise, perform step 4 0 55 ;
  • ⁇ , remove any elements in ⁇ nE Economics-, otherwise, update ⁇ ⁇ — m , and from ⁇ Remove any kl -KnE,
  • Step 40 59 store ( , , 2 2 ⁇ , M me , and return to step 4 0 2 .
  • step 102 the calculation of the online part corresponds to step 102 and the steps in the embodiment shown in FIG.
  • the step of obtaining the value of each element in the precoding matrix may include the following steps: Step 501: Calculate an element value of the fixed element in the precoding matrix according to the ⁇ ⁇ 7 ⁇ 7 ⁇ outputted by the offline part. : n ⁇ J °ifp ⁇ &p ⁇ t n ( q )
  • H m E ak Q mak UR where ⁇ ⁇ is an orthogonal matrix and R k is an upper triangular matrix.
  • Step 503 Calculate the remaining part of the precoder and the equalizer of other users by using the principle of interference alignment
  • Step 504 Perform interference suppression by using a zero-forcing or MMSE algorithm in the intra-cell SDMA, that is, correct the element values of each element in the pre-coding matrix according to the zero-forcing algorithm and/or the minimum mean square error algorithm.
  • the precoding processing method provided by the foregoing embodiment of the present invention first performs interference avoidance according to the spatial correlation of the channel matrix, and then aligns the interference signal to the interference space that the user can process according to the principle of interference alignment, and can effectively suppress multiple transmissions. Interference between signals in an antenna communication system.
  • the embodiment of the present invention further provides a precoding processing apparatus, which is capable of performing the precoding processing method in the foregoing embodiment
  • FIG. 5 is a schematic structural diagram of an embodiment of the precoding processing apparatus according to the present invention.
  • the device includes a parameter acquisition module 11, a first calculation module 12, a second calculation module 13, a construction module 14, and an encoding processing module 15, and a parameter acquisition module.
  • the method for obtaining the spatial channel correlation parameter of the communication system where the base station is located, and obtaining the interference avoidance parameter according to the spatial channel correlation parameter; the first calculating module 12 is configured to obtain the precoding matrix to be constructed according to the interference avoidance parameter.
  • the precoding processing apparatus obtained by the foregoing embodiment of the present invention obtains the spatial channel correlation parameter of the communication system where the base station is located, and further acquires the interference avoidance parameter, to calculate the element value of the fixed element of the precoding matrix, and performs interference avoidance;
  • the element values of other elements in the precoding matrix are calculated according to the interference, and the precoding of the data stream by using the precoding matrix obtained above can suppress the interference.
  • the interference avoidance parameter in the foregoing embodiment of the present invention may specifically include a base station service user set, an effective virtual transmit angle location set corresponding to the base station, an effective transmit signal location set corresponding to the base station, and a evasive user set, and refer to a valid virtual angle class parameter.
  • the change in the communication system is relatively slow, and thus can be obtained and stored in a pre-calculated manner.
  • the pre-coding processing apparatus provided in the foregoing embodiment may further include a storage module 19, the storage module 19 For storing the interference avoidance parameter obtained in an offline manner according to the spatial channel correlation parameter, the parameter acquisition module 11 described above may obtain the interference avoidance parameter from the storage module 19.
  • the first equalizer acquisition module 16 and the second equalizer acquisition module 17 are further included, and the first equalizer acquisition module 16 is configured to acquire the user concentration in the communication system where the base station is located.
  • the second equalizer acquiring module 17 is configured to acquire, in the communication system where the base station is located, other users except the users in the centralized user group, An equalizer for causing the data receiving end to perform interference cancellation on the received data stream.
  • the data correction module 18 may be further configured to modify the element values of the elements in the precoding matrix according to the zero forcing algorithm and/or the minimum mean square error algorithm.
  • the embodiment of the invention further provides a base station, which comprises the precoding processing device provided in the above embodiment.
  • the base station can obtain the spatial channel correlation parameter of the communication system where the base station is located, obtain the interference avoidance parameter according to the spatial channel correlation parameter, and calculate the element value of the fixed element of the precoding matrix to implement the interference avoidance;
  • the element values of other elements in the precoding matrix are calculated and pre-coded by using the precoding matrix obtained above, which can suppress the interference.

Abstract

A precoding processing method, precoding processing device and base station are disclosed in the present invention, wherein the precoding processing method includes: acquiring the correlation parameters of spatial channels of the communication system where the base station locates, and acquiring interference avoidance parameters according to the correlation parameters of the spatial channels (101); acquiring element values of the fixed elements of a precoding matrix to be constructed according to the interference avoidance parameters (102); acquiring the element values of other elements except the fixed elements of the precoding matrix to be constructed according to an algorithm of interference alignment (103); constructing the precoding matrix according to the acquired element values of the fixed elements of the precoding matrix to be constructed and the element values of other elements except the fixed elements in the precoding matrix to be constructed; precoding data streams by the precoding matrix (104). The precoding processing method, precoding processing device and base station provided in the present invention enables to suppress the interference effectively.

Description

预编码处理方法、 预编码处理装置以及基站 本申请要求于 2010 年 10 月 29 日提交中国专利局、 申请号为 201010530342. 6 , 发明名称为 "预编码处理方法、 预编码处理装置以及基 站" 的中国专利申请的优先权, 其全部内容通过引用结合在本申请中。 技术领域  Precoding processing method, precoding processing device and base station The present application is filed on October 29, 2010, the Chinese Patent Office, the application number is 201010530342. 6 , and the invention name is "precoding processing method, precoding processing device and base station" Priority of Chinese Patent Application, the entire contents of which is incorporated herein by reference. Technical field
本发明实施例涉及多输入多输出技术, 尤其涉及一种预编码处理方 法、 预编码处理装置以及基站, 属于通信技术领域。 背景技术  The embodiments of the present invention relate to a multiple input multiple output technology, and in particular, to a precoding processing method, a precoding processing apparatus, and a base station, and belong to the field of communication technologies. Background technique
在无线通信技术领域, 信号间的干扰问题是影响其发展的关键瓶颈, 目前还无法通过技术途径彻底解决信号间的干扰问题,例如两用户高斯干 扰信号的容量问题等, 都一直无法得到解决。  In the field of wireless communication technology, the interference problem between signals is a key bottleneck affecting its development. At present, it is impossible to completely solve the interference problem between signals through technical means, for example, the capacity problem of two-user Gaussian interference signals has not been solved.
目前一种解决干扰问题的思路是,在各信号发射机之间共享各自的信 道信息, 而不是共享待发射数据, 然后釆用干扰对齐 ( Interference Alignment, 简称: IA )的方法, 自动将来自其他发射机的干扰归拢到对应 接收机能够处理的信号空间, 从而实现干扰消除。 现有的干扰对齐方法是 假设任意的高斯符号, 其干扰是随机的, 干扰空间可看作是非结构性的, 干扰对齐是将所要的干扰对齐到较小维度的空间, 并利用剩余的 "干净 "维 度来传输有用信号。干扰对齐方法的一个重要假设是当发射机有多个发射 天线时, 各天线对应的信道都是独立同分布的。  At present, an idea to solve the interference problem is to share the channel information between the signal transmitters instead of sharing the data to be transmitted, and then use the Interference Alignment (IA) method to automatically The interference from the transmitter is summed to the signal space that the corresponding receiver can handle, thereby achieving interference cancellation. The existing interference alignment method assumes an arbitrary Gaussian symbol, the interference is random, and the interference space can be regarded as unstructured. The interference alignment is to align the desired interference to a space of a smaller dimension, and utilize the remaining "clean" "Dimensions to transmit useful signals. An important assumption of the interference alignment method is that when the transmitter has multiple transmit antennas, the corresponding channels of each antenna are independently and equally distributed.
然而在实际的无线通信系统中, 同一发射机各天线对应的信道都具有 一定的相关性。 釆用上述干扰对齐的方式消除干扰, 并不能达到有效降低 干扰, 提高传输速率的目的。 发明内容 However, in an actual wireless communication system, channels corresponding to antennas of the same transmitter have a certain correlation.消除 Eliminate interference by the above interference alignment, and it can not achieve the purpose of effectively reducing interference and increasing transmission rate. Summary of the invention
本发明实施例提供一种预编码处理方法、 预编码处理装置以及基站, 能够有效降低干扰, 并提高传输速率。 本发明提供了一种预编码处理方法, 包括:  The embodiments of the present invention provide a precoding processing method, a precoding processing apparatus, and a base station, which can effectively reduce interference and improve a transmission rate. The present invention provides a precoding processing method, including:
获取基站所在通信系统的空间信道相关性参数, 并根据所述空间信道 相关性参数获取干扰避让参数;  Obtaining a spatial channel correlation parameter of the communication system where the base station is located, and acquiring an interference avoidance parameter according to the spatial channel correlation parameter;
根据所述干扰避让参数获取待构建的预编码矩阵的固定元素的元素 值;  Obtaining an element value of a fixed element of the precoding matrix to be constructed according to the interference avoidance parameter;
根据干扰对齐算法获取待构建的预编码矩阵中除固定元素外其他元 素的元素值;  Obtaining element values of other elements except the fixed element in the precoding matrix to be constructed according to the interference alignment algorithm;
根据获取的所述待构建的预编码矩阵固定元素的元素值和所述待构 建的预编码矩阵中除固定元素外其他元素的元素值构建预编码矩阵;  Constructing a precoding matrix according to the obtained element value of the precoding matrix fixed element to be constructed and element values of other elements in the precoding matrix to be constructed except the fixed element;
根据所述预编码矩阵对数据流进行预编码处理。  The data stream is precoded according to the precoding matrix.
本发明还提供了一种预编码处理装置, 包括:  The present invention also provides a precoding processing apparatus, including:
参数获取模块, 用于获取基站所在通信系统的空间信道相关性参数, 并根据所述空间信道相关性参数获取干扰避让参数;  a parameter obtaining module, configured to acquire a spatial channel correlation parameter of a communication system where the base station is located, and obtain an interference avoidance parameter according to the spatial channel correlation parameter;
第一计算模块, 用于根据所述干扰避让参数获取待构建的预编码矩阵 的固定元素的元素值;  a first calculating module, configured to acquire an element value of a fixed element of the precoding matrix to be constructed according to the interference avoidance parameter;
第二计算模块, 用于根据干扰对齐算法获取待构建的预编码矩阵中除 固定元素外其他元素的元素值;  a second calculating module, configured to obtain, according to the interference alignment algorithm, an element value of other elements except the fixed element in the precoding matrix to be constructed;
构建模块, 用于根据获取的所述待构建的预编码矩阵固定元素的元素 值和所述待构建的预编码矩阵中除固定元素外其他元素的元素值构建预 编码矩阵;  a building block, configured to construct a precoding matrix according to the obtained element value of the precoding matrix fixed element to be constructed and the element value of the element other than the fixed element in the precoding matrix to be constructed;
编码处理模块, 用于根据所述预编码矩阵对数据流进行预编码处理。 本发明还提供了一种基站, 该基站包括上述的预编码处理装置。  And an encoding processing module, configured to perform precoding processing on the data stream according to the precoding matrix. The present invention also provides a base station including the above-described precoding processing apparatus.
本发明实施例提供的预编码处理方法、 预编码处理装置以及基站, 通 过获取基站所在通信系统的空间信道相关性参数, 并进一步获取干扰避让 参数, 以计算获取预编码矩阵的固定元素的元素值, 进行干扰避让; 然后 根据干扰对其计算获取预编码矩阵中其他元素的元素值, 利用上述获取的 预编码矩阵对数据流进行预编码, 同时釆取了干扰避让和干扰对齐, 能够 有效起到对干扰的抑制作用。 附图说明 The precoding processing method, the precoding processing device, and the base station provided by the embodiments of the present invention Obtaining the spatial channel correlation parameter of the communication system where the base station is located, and further obtaining the interference avoidance parameter, calculating the element value of the fixed element of the precoding matrix, and performing interference avoidance; and then calculating and acquiring other elements in the precoding matrix according to the interference The element value is pre-coded by using the pre-encoding matrix obtained above, and the interference avoidance and interference alignment are extracted, which can effectively suppress the interference. DRAWINGS
为了更清楚地说明本发明实施例或现有技术中的技术方案, 下面将对实 施例或现有技术描述中所需要使用的附图作一简单地介绍, 显而易见地, 下 面描述中的附图是本发明的一些实施例, 对于本领域普通技术人员来讲, 在 不付出创造性劳动性的前提下, 还可以根据这些附图获得其他的附图。  In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, a brief description of the drawings used in the embodiments or the prior art description will be briefly described below. Obviously, the drawings in the following description It is a certain embodiment of the present invention, and other drawings can be obtained from those skilled in the art without any inventive labor.
图 1为本发明预编码处理方法实施例一的流程示意图;  1 is a schematic flowchart of Embodiment 1 of a precoding processing method according to the present invention;
图 2A为干扰对齐的示意图;  2A is a schematic diagram of interference alignment;
图 2B为干扰避让的示意图;  2B is a schematic diagram of interference avoidance;
图 2C为干扰避让配合干扰对齐的示意图;  2C is a schematic diagram of interference avoidance coordination interference alignment;
图 3为本发明预编码处理方法实施例二的流程示意图;  3 is a schematic flowchart of Embodiment 2 of a precoding processing method according to the present invention;
图 4为本发明预编码处理方法实施例三的流程示意图;  4 is a schematic flowchart of Embodiment 3 of a precoding processing method according to the present invention;
图 5为本发明预编码处理装置实施例一的结构示意图;  FIG. 5 is a schematic structural diagram of Embodiment 1 of a precoding processing apparatus according to the present invention; FIG.
图 6为本发明预编码处理装置实施例二的结构示意图。 具体实施方式  FIG. 6 is a schematic structural diagram of Embodiment 2 of a precoding processing apparatus according to 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, 下面将结合本 发明实施例中的附图, 对本发明实施例中的技术方案进行清楚、 完整地描 述, 显然, 所描述的实施例是本发明一部分实施例, 而不是全部的实施例。 基于本发明中的实施例, 本领域普通技术人员在没有作出创造性劳动前提 下所获得的所有其他实施例, 都属于本发明保护的范围。 本发明提供了一种预编码处理方法, 图 1为本发明预编码处理方法实 施例一的流程示意图, 如图 1所示, 包括如下步骤: The technical solutions in the embodiments of the present invention are clearly and completely described in the following with reference to the accompanying drawings in the embodiments of the present invention. It is a partial embodiment of the invention, and not all of the embodiments. All other embodiments obtained by those skilled in the art based on the embodiments of the present invention without creative efforts are within the scope of the present invention. The present invention provides a precoding processing method. FIG. 1 is a schematic flowchart of Embodiment 1 of a precoding processing method according to the present invention. As shown in FIG. 1, the method includes the following steps:
步骤 101、 获取基站所在通信系统的空间信道相关性参数, 并根据所 述空间信道相关性参数获取干扰避让参数, 本步骤是在具有多个基站, 多 个发射天线的通信系统中, 考虑各发射天线之间的信道相关性, 其中的空 间信道相关性参数是指有效虚拟角度类的参数, 其在通信系统中的变化相 对较慢;  Step 101: Obtain a spatial channel correlation parameter of a communication system where the base station is located, and obtain an interference avoidance parameter according to the spatial channel correlation parameter. In this step, in a communication system having multiple base stations and multiple transmit antennas, each transmission is considered. The channel correlation between the antennas, wherein the spatial channel correlation parameter refers to a parameter of an effective virtual angle class, and the change in the communication system is relatively slow;
步骤 102、 根据所述干扰避让参数获取待构建的预编码矩阵的固定元 素的元素值; 本步骤是在上述步骤的基础上, 进一步的根据上述的干扰避 让参数进行干扰避让的计算, 获取预编码矩阵中固定元素部分的数据, 即 可以考虑基站服务用户集、 基站对应的有效虚拟发射角度位置集、 基站对 应的有效发射信号位置集和避让用户集等参数, 按照干扰避让的原理进行 计算;  Step 102: Acquire an element value of a fixed element of a precoding matrix to be constructed according to the interference avoidance parameter. In this step, based on the foregoing steps, perform interference avoidance calculation according to the interference avoidance parameter to obtain precoding. The data of the fixed element part of the matrix, that is, the base station service user set, the effective virtual transmission angle position set corresponding to the base station, the effective transmit signal position set corresponding to the base station, and the avoidance user set may be considered, and the calculation is performed according to the principle of interference avoidance;
步骤 103、 根据干扰对齐算法获取待构建的预编码矩阵中除固定元素 外其他元素的元素值, 在上述进行干扰避让计算的基础上, 还进一步的利 用干扰对齐的原理, 将干扰信号对齐到用户能处理的干扰空间, 获取预编 码矩阵中除上述的固定元素外其他元素的元素值, 使得本方法中获取的预 编码矩阵, 同时考虑了干扰避让和干扰对齐两个因素;  Step 103: Obtain an element value of the element other than the fixed element in the precoding matrix to be constructed according to the interference alignment algorithm. On the basis of the interference avoidance calculation described above, further use the principle of interference alignment to align the interference signal to the user. The interference space that can be processed obtains the element values of the elements other than the above fixed elements in the precoding matrix, so that the precoding matrix obtained in the method considers two factors of interference avoidance and interference alignment;
步骤 104、 根据获取的上述固定元素的元素值和除固定元素外其他元 素的元素值构建预编码矩阵, 并进一步的根据所述预编码矩阵对数据流进 行预编码处理。  Step 104: Construct a precoding matrix according to the obtained element value of the fixed element and element values of other elements except the fixed element, and further perform precoding processing on the data stream according to the precoding matrix.
本发明上述实施例提供的预编码处理方法, 通过获取基站所在通信系 统的空间信道相关性参数, 并进一步获取干扰避让参数, 以计算获取预编 码矩阵的固定元素的元素值, 进行干扰避让; 然后根据干扰对其计算获取 预编码矩阵中其他元素的元素值, 利用上述获取的预编码矩阵对数据流进 行预编码, 能够起到对干扰的抑制作用。 在具体的实施过程中, 本发明上述实施例中的干扰避让参数具体的可 以包括基站服务用户集、 基站对应的有效虚拟发射角度位置集、 基站对应 的有效发射信号位置集和避让用户集, 另外也可以包括一些其他的干扰避 让参数, 比如考虑到前后变化情况, 此时的干扰避让集在包括上述四个参 数的基础上, 还可以进一步包括基站对应的有效虚拟发射角度位置的变化 集、 基站对应的有效发射信号位置的变化集等。 The precoding processing method provided by the foregoing embodiment of the present invention obtains the spatial channel correlation parameter of the communication system where the base station is located, and further acquires the interference avoidance parameter, to calculate the element value of the fixed element of the precoding matrix, and performs interference avoidance; The element values of other elements in the precoding matrix are calculated according to the interference, and the precoding of the data stream by using the precoding matrix obtained above can suppress the interference. In a specific implementation process, the interference avoidance parameter in the foregoing embodiment of the present invention may specifically include a base station service user set, an effective virtual transmission angle location set corresponding to the base station, an effective transmit signal location set corresponding to the base station, and a evasive user set. It may also include some other interference avoidance parameters, for example, considering the change before and after. The interference avoidance set at this time may further include a change set of the effective virtual transmission angle position corresponding to the base station, and the base station, based on the foregoing four parameters. A set of changes in the position of the corresponding effective transmitted signal, and the like.
另外, 上述实施例中的空间信道相关性参数, 其相对比较固定, 因此 可以根据空间信道相关性参数以离线方式获取干扰避让参数, 并存储在存 储模块中, 上述根据干扰避让参数获取预编码矩阵的固定元素的元素值可 以是从存储模块中获取干扰避让参数; 另外也可以是根据通信系统的性能 系数实时计算以获取基站所在通信系统的干扰避让参数。  In addition, the spatial channel correlation parameter in the foregoing embodiment is relatively fixed. Therefore, the interference avoidance parameter can be obtained in an offline manner according to the spatial channel correlation parameter, and stored in the storage module, where the precoding matrix is obtained according to the interference avoidance parameter. The element value of the fixed element may be an interference avoidance parameter obtained from the storage module; or may be calculated in real time according to the performance coefficient of the communication system to obtain the interference avoidance parameter of the communication system where the base station is located.
在另一个实施例中, 在根据干扰避让参数获取了预编码矩阵中的固定 元素的元素值之后, 还可以进一步的获取避让用户集中各用户对应的, 用 于使数据接收端对接收到的数据流进行干扰消除的均衡器; 以及在根据干 扰对齐算法获取预编码矩阵中除固定元素外其他元素的元素值之后, 还可 以进一步的获取基站所在通信系统中除避让用户集中各用户外其他用户 对应的, 用于使数据接收端对接收到的数据流进行干扰消除的均衡器, 具 体的可以是利用最小干扰泄露准则计算其他用户的均衡器, 并进一步的还 可以包括将获取的均衡器发送给对应用户的用户设备的步骤。 上述均衡器 的使用能够考虑到数据接收端的处理, 在循环过程(尤其是在干扰对齐过 程) 中数据发送端可以对均衡器和预编码器互相迭代更新; 对于确定的均 衡向量, 可以在量化后告知数据接收端, 数据接收端能够根据该均衡器对 接收到的数据流进行干扰消除处理。 在上述实施例中考虑了信道矩阵的空 间相关性, 利用干扰避让配合干扰对齐的方法获取预编码矩阵, 在上述基 础上,还可以进一步的根据迫零算法和 /或最小均方差算法对预编码矩阵中 各元素的元素值进行修正。 以下是以一个具体的实施例, 对本发明的技术方案进行说明。 在无线 通信系统中, 用户所处的环境通常都有较为丰富的散射体, 用户的终端设 备接收到周边多个散射体折射或反射过来的信号, 导致在信道衰落过程中 产生相关性。 在这种相关性作用下, 并非所有的发射天线都对该终端设备 有贡献或者产生干扰, 即对于特定的用户, 在一定的信道条件下, 通过相 应的处理, 有可能使得某一发射天线对于该用户完全不产生影响, 该发射 天线可以传输其他用户的信号, 而不会受到该特定用户的干扰, 也不会对 该用户产生干扰, 即干扰避让的原理。 In another embodiment, after the element values of the fixed elements in the precoding matrix are obtained according to the interference avoidance parameter, the user of the evasive user group may be further obtained for the data receiving end to receive the data. An equalizer for performing interference cancellation according to the stream; and after acquiring the element values of the elements other than the fixed elements in the precoding matrix according to the interference alignment algorithm, further obtaining the corresponding users of the communication system in the base station where the base station is located, except for the users in the centralized user group The equalizer for causing the data receiving end to perform interference cancellation on the received data stream may specifically calculate the equalizer of the other user by using the minimum interference leakage criterion, and may further include sending the acquired equalizer to The step corresponding to the user's user device. The use of the above equalizer can take into account the processing of the data receiving end. In the cyclic process (especially in the interference alignment process), the data transmitting end can iteratively update the equalizer and the precoder with each other; for the determined equalization vector, after the quantization The data receiving end is notified, and the data receiving end can perform interference cancellation processing on the received data stream according to the equalizer. In the above embodiment, the spatial correlation of the channel matrix is considered, and the pre-coding matrix is obtained by using the interference avoidance and the interference alignment method. On the basis of the above, the pre-coding may be further performed according to the zero-forcing algorithm and/or the minimum mean square error algorithm. The element values of the elements in the matrix are corrected. The technical solution of the present invention will be described below in a specific embodiment. In a wireless communication system, the environment in which the user is located usually has a relatively rich scatterer, and the user's terminal device receives a signal refracted or reflected by a plurality of surrounding scatterers, resulting in correlation in the channel fading process. Under this correlation, not all transmitting antennas contribute to or interfere with the terminal equipment, that is, for a specific user, under certain channel conditions, through corresponding processing, it is possible to make a certain transmitting antenna The user has no influence at all, and the transmitting antenna can transmit signals of other users without being interfered by the specific user, and does not cause interference to the user, that is, the principle of interference avoidance.
具体来说, 对于一个由 G个基站组成的系统, 每个基站有 Nt个发射 天线, 并且每个基站有 K ( K≥Nt ) 个用户, 每个用户有 Nr个天线, 把基 站和用户分布表示为 和 Mmk, 其中 Specifically, for a system consisting of G base stations, each base station has N t transmit antennas, and each base station has K ( K ≥ N t ) users, each user has N r antennas, and the base station And the user distribution is expressed as and M mk , where
n≡ { l ,2,... ,G} ,m e { l ,2,...,G} ,k e { 1 ,2, ... ,K},从第 η个基站到第 m小区的第 k个用户的信道为^ ^,每个基站都从其 K个用户中选取一部分提供服务, 即传统意义上的 SDMA, 每个选到的用户可以获得的自由度为 ( df≤Nr, 即最多处理 个独立的数据流) ^ 所选到的服务用户集为
Figure imgf000008_0001
这里 的 " μ„ I "操作为求取" A "集合中元素总个数的操作。
N≡ { l , 2,... , G} ,me { l ,2,...,G} ,ke { 1 ,2, ... , K}, from the nth base station to the mth cell The channel of the kth user is ^^, and each base station selects a part of its K users to provide services, that is, SDMA in the traditional sense, and the degree of freedom that each selected user can obtain is (d f ≤ N r , that is, processing at most independent data streams) ^ The selected set of service users is
Figure imgf000008_0001
The "μ„ I" operation here is the operation of finding the total number of elements in the "A" set.
在一个三基站的干扰信道的架构下, 每个用户的可用维度为 4个空格 In the architecture of an interference channel of three base stations, the available dimension for each user is 4 spaces.
(可以认为是接收机有 4个独立天线, 能处理 4路信号) , 图 2A、 图 2B 和图 2C都是对于用户 M„而言, 来自于基站 B2和基站 B3的干扰处理方 式, 其中图 2A为干扰对齐的示意图, 图 2B为干扰避让的示意图, 图 2C 为干扰避让配合干扰对齐的示意图。 如图 2A所示, 来自于基站 B2和基站 B3到用户 Mu的信道矩阵 H2— u和 ¾— u互不相关, 基站 B2和基站 B3的信 号可以用干扰对齐的方式在用户 B 1的接收端对齐成两个空格的维度, 从 而使得用户 M„能顺利传输 2个维度的信号; 另如图 2B所示, 其釆用的 是干扰避让的思路, 且等效信道并非满秩(假如等效信道满秩的话, 那么 由于基站 B2和基站 B3已经将 4维的空间已经全部占满,基站 将无法传 输信号) , 在空间呈现相关性, 基站 B2到用户 ^的等效信道矩阵 ¾—„ 右上角出现了零位, 其秩变成了 3 , 也即基站^对用户 Mu可以无干扰地 使用该位置(即对应的空间维度)传输, 类似地, B3到用户 M„的等效信 道矩阵 ¾—„右下角出现了零位, 也即基站^对用户 M„可以无干扰地使 用该位置 (即对应的空间维度)传输, 这样总的效果就是对用户 可以 有 2个维度的空间传输信号, 从数学表达的角度而言, 对 ¾—„和 ¾—„, 总存在非零的 1 X 4的向量 u2和 u3 , 使得 ¾—! *u2=H3 11 *u3=0 , 取 u2和 u3分 别为基站 B2和基站 B3的预编码矩阵 U2和 U3的第一列,即有 rank( [U2 i *U2 H3 i i *U3] ) <2 , 即在图 2B中, 最多只占到左边一列的 2个空格, 也就将 右侧 2个空格留给用户 M„传输数据。 图 2C综合了上述两种情况, 首先 根据干扰避让的原则以及 ¾—„和 ¾—„的空间相关程度空出了右边 2个格 子的维度, 即利用干扰避让原则选取 u22和 u32分别为 U2和 U3的第二列, 然后再根据干扰对齐的思路将左上角来自基站 B2的干扰和基站 B3的干扰 对齐, 即 ¾— u *!^:!^— u *u31 (对应 B2和 B3左上角的格子相应的维度), 这 样总的干扰维度就只有 rank ( [¾—„*U2 ¾—„*U3] ) = 1 , 因此可以传输 3个 空格维度的信号, 有效提高了系统的吞吐量。 (It can be considered that the receiver has 4 independent antennas and can process 4 signals), and FIG. 2A, FIG. 2B and FIG. 2C are interference processing methods from the base station B 2 and the base station B 3 for the user M „ 2A is a schematic diagram of interference alignment, FIG. 2B is a schematic diagram of interference avoidance, and FIG. 2C is a schematic diagram of interference avoidance coordination interference alignment. As shown in FIG. 2A, a channel matrix H from base station B 2 and base station B 3 to user Mu 2 - u and 3⁄4 - u are mutually uncorrelated, and the signals of the base station B 2 and the base station B 3 can be aligned in the interference alignment manner at the receiving end of the user B 1 into a dimension of two spaces, so that the user M can smoothly transmit 2 Signal of dimensions; as shown in Figure 2B, Is the idea of interference avoidance, and the equivalent channel is not full rank (if the equivalent channel is full rank, then since the base station B 2 and the base station B 3 have already filled the 4D space, the base station will not be able to transmit signals), The spatial presentation correlation, the base station B 2 to the user's equivalent channel matrix 3⁄4—the zero position appears in the upper right corner, and its rank becomes 3, that is, the base station ^ can use the position without interference to the user Mu (ie, corresponding Spatial dimension) transmission, similarly, B 3 to the equivalent channel matrix of the user M „ „ „ „ „ „ „ „ „ „ „ „ „ „ „ „ „ „ „ „ „ „ „ „ „ „ Dimensions) transmission, so the overall effect is that the user can have 2 dimensions of spatial transmission signals. From a mathematical expression point of view, for 3⁄4— and 3⁄4—, there is always a non-zero 1 X 4 vector u 2 And u 3 , making 3⁄4—! *u 2 =H 3 11 *u 3 =0 , taking u 2 and u 3 as the first columns of the precoding matrices U 2 and U 3 of the base station B 2 and the base station B 3 , respectively, ie, rank ([U 2 i *U 2 H 3 ii *U 3 ] ) <2 , that is, in Figure 2B, at most only 2 spaces in the left column, leaving 2 spaces on the right side to the user M to transmit data. Figure 2C Synthesis in both cases above, according to the principle of first interference avoidance and spatial relevance ¾- "and ¾-" empty out the right two dimensional grid, i.e., using the principle of interference avoidance selecting u 22 and u 32 U 2 respectively and The second column of U 3 , and then according to the idea of interference alignment, the interference from the base station B 2 in the upper left corner is aligned with the interference of the base station B 3 , that is, 3⁄4 - u *! ^: ! ^ - u *u 31 (corresponding to B 2 The dimension corresponding to the grid in the upper left corner of B 3 ), so that the total interference dimension is only rank ([3⁄4—„* 2 2⁄4—„*U 3 ] ) = 1 , so it is possible to transmit signals with 3 space dimensions, which is effective. Increased system throughput.
上述图 2B釆用干扰避让的思路, 其中等效信道并非满秩, 假如等效 信道满秩的话,则由于基站 B2和基站 B3已经将 4维的空间已经全部占满, 基站 将无法传输信号。 图 2C所给出的本发明实施例的思路, 其首先根 据信道矩阵的空间相关性进行干扰避让, 然后再根据干扰对齐的原理, 将 干扰信号对齐到用户能处理的干扰空间, 在不能进行干扰避让时, 会直接 进行干扰对齐, 即对应上述图 3所示实施例中的步骤 102和步骤 103获取 预编码矩阵中各个元素的步骤。 Figure 2B above uses the idea of interference avoidance, where the equivalent channel is not full rank. If the equivalent channel is full rank, then the base station B 2 and the base station B 3 have already filled the 4-dimensional space, and the base station will not be able to transmit. signal. The idea of the embodiment of the present invention shown in FIG. 2C firstly performs interference avoidance according to the spatial correlation of the channel matrix, and then aligns the interference signal to the interference space that the user can process according to the principle of interference alignment, and cannot perform interference. When evasive, the interference alignment is directly performed, that is, the steps of acquiring the elements in the precoding matrix corresponding to steps 102 and 103 in the embodiment shown in FIG. 3 above.
另假设基站和用户的天线间距均为半波长 λ/2 , 则可定义角度扩展矢 量为: Another assumption is that the antenna spacing between the base station and the user is half wavelength λ/2, then the angle extension vector can be defined. The quantity is:
- 、· ' ' 1 ' " 相应的发端波束向量为 - , · '' 1 '" The corresponding origin beam vector is
i i _ ί 和^:端向量为 i i _ ί and ^: end vector is
ΙΪ二 (0) L( ),,,,ev A 1 )1 则信道矩阵 H„ m与虚拟角度扩展信道矩阵 Hv 有如下——对应关系:ΙΪ2(0) L( ),,,, ev A 1 )1 The channel matrix H„ m and the virtual angle extension channel matrix H v have the following correspondences:
Hnmk = ^RHn v_mkA^ H nmk = ^ R H n v _ mk A^
此处定义每个虚拟角度扩展信道矩阵 Hn mk中的非零列向量所在的位 置集合为有效虚拟角度集合 E„v m, (n≠me{l,2,...,G},ieAm (这里, G表示 G个基站, A表示用户集, 这里, Am和前面所说的 An表示不同基站的用 户集, 或者说相邻基站的用户集) , E:— = { 2一^}}, 这里的上标 ν 表示是针对 H„ m所做的处理, 下同 ) , 每个基站对应的有效虚拟发射角度 位置集合为 Γ (它满足 | | = , 是 {1,2,..., Nt}的子集, r = {t„(l),t„ ( ···} ) , 每个基站对应的有效发射信号位置 (即该流对应的预编码向量不为 0) 集 合为 Γ„ζ ( Tn z = {q:qe{l,2...Nt},u:q≠0}, 为第 n个基站的第 q列预编码向 量) , 可以避让的用户集为 M , 需要作干扰对齐的用户集为 。 。 Here, the set of locations where the non-zero column vectors in each virtual angle extended channel matrix H n mk are located is defined as the effective virtual angle set E„ v m , (n≠me{l, 2,..., G}, ieA m (here, G denotes G base stations, A denotes a user set, where A m and the aforementioned A n represent a set of users of different base stations, or a set of users of adjacent base stations), E: — = { 2 ^ } }, where the superscript ν indicates the processing for H„ m , the same below), the set of effective virtual transmit angle positions corresponding to each base station is Γ (it satisfies | | = , is {1, 2, a subset of ..., N t }, r = {t„(l),t„ (···} ) , the effective transmit signal position corresponding to each base station (ie the precoding vector corresponding to the stream is not 0) The set is Γ ζ T ( T n z = {q:qe{l,2...N t },u: q ≠0}, which is the qth column precoding vector of the nth base station), which can be avoided The set of users is M, and the set of users that need to be interfered with is .
本实施例的算法流程, 考虑到有效虚拟角度类参数的变化较慢, 根据 上述参数获取干扰避让参数的步骤可以离线进行, 而基于瞬时信道状态计 算的预编码和均衡器计算通过只能通过在线操作进行, 因此该流程可以分 为离线部分和在线部分两大部分, 图 3给出了离线部分和在线部分的计算 流程, 即相当于图 1所示实施中步骤 101的获取干扰避让参数的步骤, 如 图 3所示, 具体步骤如下: 步骤 401、 初始化步骤, 即初始化用户集 4, 有效虚拟发射角度位置 集合^,有效发射位置集合 Fn u , 以及 M ,其中^^:^ ^^ ,… G} , 令他们全部为空集, 定义 = { + 1,^+2,. 即第 n个基站第 k个用户 所能处理的干扰空间维度; In the algorithm flow of this embodiment, considering that the effective virtual angle type parameter changes slowly, the step of obtaining the interference avoidance parameter according to the above parameters can be performed offline, and the precoding and equalizer calculation based on the instantaneous channel state calculation can only pass through the online The operation is performed, so the process can be divided into two parts: an offline part and an online part. FIG. 3 shows a calculation flow of the offline part and the online part, that is, the step of acquiring the interference avoidance parameter corresponding to step 101 in the implementation shown in FIG. As shown in Figure 3, the specific steps are as follows: Step 401, an initialization step, that is, initializing the user set 4, the effective virtual transmission angle position set ^, the effective emission position set Fn u , and M , where ^^:^ ^^ ,... G} , making them all empty sets, defining = { + 1,^+2,. That is the interference space dimension that the kth user of the nth base station can handle;
步骤 402、 根据调度原则加入一个用户, 即增加一个服务用户, 以及 其对应的 df个有效虚拟发射角度, 以形成新的用户集合 4=4^ {k}和新的Step 402: Add a user according to the scheduling principle, that is, add a service user, and corresponding d f effective virtual transmission angles to form a new user set 4=4^ {k} and new
T =T \}Esub , 其中 由下式得到: T = T \}E sub , where is given by:
「", ,E J = arg min ( V V IE -[λίΤ'^Ε ,)) "", ,E J = arg min ( V V IE -[λίΤ'^Ε ,))
L6¾" ,2... {1,2.. \4,^=( — ^),I J^、J^" ^I "-™M - U SUB,, L TM 63⁄4 " , 2 ... {1 , 2 .. \4,^=( — ^), IJ^, J^ " ^I "-TM M - U SUB ,,
并更新 7  And updated 7
本实施例中, "A\B "表示从集合 A中去掉 B元素或者 B集合, 下同。 步骤 403、 对每个已选择的用户 Mmak, 根据避让条件是否成立来确 认其是否应该属于可避让用户集 M , 避让条件可表示为:
Figure imgf000011_0001
In this embodiment, "A\B" means that the B element or the B set is removed from the set A, the same below. Step 403: For each selected user Mma k , according to whether the avoidance condition is established, whether it should belong to the avoidable user set M, the avoidance condition can be expressed as:
Figure imgf000011_0001
步骤 404、 确定是否所有所选用户都可釆用干扰避让, 即判断  Step 404: Determine whether all selected users can use interference avoidance, that is, determine
M^^t/^M^ eA}是否成立, 若成立则保存所得到的 μ„,:Γ ,Γ„ζ,Μ } , 并 返回步骤 402, 否则到步骤 405; Whether M^^t/^M^eA} is established, if yes, save the obtained μ„,:Γ,Γ„ ζ ,Μ }, and return to step 402, otherwise go to step 405;
步骤 405、 更新 Γ„ζ, 即包括判断是否所有用户均可由干扰对齐方式处 理, 以及判断是否所有的虚拟发射维度已经全部用于对齐的步骤, 具体可 如图 4所示, 其中 Β为基站集合, 步骤如下: Step 405: Update Γ ζ , that is, including determining whether all users can be processed by interference alignment, and determining whether all virtual transmission dimensions have been used for alignment, as shown in FIG. 4, where Β is a base station set , Proceed as follows:
步骤 4051、 初始化, 令 。 )为空集, ^Μα1 =φ, 并更新Step 4051, initialization, order. ) is an empty set, ^Μ α1 =φ, and updated
Figure imgf000011_0002
Figure imgf000011_0002
步骤 4052、 初始化并令基站集合为空集, 即 S = , 然后选择任意一个 用户
Figure imgf000011_0003
:}\(M UMFL )),其中 表示前一次计算得到的结果; 对其所需要的自由度, 即 | |+| nE„_mi|^„|≥ μ„|是否成立, 此处 η定义 为 w = arg min 门 , 否则执行步
Step 4052: Initialize and make the base station set to an empty set, that is, S=, and then select any user.
Figure imgf000011_0003
:}\(M UM FL ) ), which represents the result of the previous calculation; The degree of freedom required for it, ie | |+| nE„_ mi |^„|≥ μ„| is true, where η is defined as w = arg min gate, otherwise the step is executed
{l n mk , 若不成立执行步骤 4054  {l n mk , if not established step 4054
,2,...,G}\({m}U8)  ,2,...,G}\({m}U8)
骤 4056; Step 4056;
步骤 4054、 判断是否所有的虚拟角度已用于干扰对齐,即  Step 4054, determining whether all virtual angles have been used for interference alignment, that is,
Tn z ={\,2,..., N , V«e{l,2,... G}是否成立, 若是则退出算法, 并输出和与上 次计算同样的结果 { }{7 }{7 }M , 即所有基站的 Γ 均已更新完毕, 则停 止迭代, 输出
Figure imgf000012_0001
否则执行步骤 4055
T n z ={\,2,..., N , V«e{l,2,... G} is true, if yes, exit the algorithm and output the same result as the last calculation { }{7 }{7 }M , that is, all the base stations have been updated, then the iteration is stopped and the output is output.
Figure imgf000012_0001
Otherwise, perform step 4 0 55 ;
步骤 4055、 更新有效发射信号位置集合 {Γ„ζ} = {Γ„ζ}υ }, 其中 n、 q由 = arg min z ∑ E: mk & EUTn z = Nr - 同时返回步骤 403; Step 4055, update the effective transmit signal position set {Γ„ ζ } = {Γ„ ζ }υ }, where n, q by = arg min z ∑ E: mk & EUT n z = N r - simultaneously returns to step 403;
步骤 4056、 B,F:k , 其中 S = SUW, 另, 如果 | nE„— mi|≥ ,则 中去掉任意在 ^ nE„— 的 个元素,否则,更新^ = \ —m ,并从^ 中去掉任意 kl -KnE, Steps 4056, B, F: k , where S = SUW, and, if | nE„- mi | ≥, remove any elements in ^ nE„-, otherwise, update ^ = \ — m , and from ^ Remove any kl -KnE,
步骤 4057、 判断来自所有发射机的干扰是否已在接收机处对齐, 即 B = {\,2,... G}\{ }是否成立, 若成立则执行步骤 4058, 否则执行步骤 4056; 步骤 4058、 判断是否所有被选接收机已被选入避让集, 或者已被确认 可实现干扰对齐, 即 ^^^/ {MB Ae^^M^是否成立, 若成立则执行步 骤 4059, 否则返回步骤 4052; Step 4057, determining whether the interference from all the transmitters has been aligned at the receiver, that is, whether B = {\, 2, ... G}\{ } is established, if yes, executing step 4058, otherwise performing step 4056; 4058. Determine whether all selected receivers have been selected into the avoidance set, or have been confirmed to achieve interference alignment, that is, ^^^/ {M B Ae^^M^ is established, if yes, execute step 4059, otherwise return Step 4052;
步骤 4059、 存储 ( , ,?2 },Mme, 并返回步骤 402Step 40 59 , store ( , , 2 2 }, M me , and return to step 4 0 2 .
另就在线部分的计算, 即对应于图 1所示实施例中步骤 102以及步骤 In addition, the calculation of the online part corresponds to step 102 and the steps in the embodiment shown in FIG.
103中获取预编码矩阵中各个元素的数值的步骤, 可以包括如下步骤: 步骤 501、 根据上述离线部分输出的 { }{7^}{7^} , 计算获取预编 码矩阵中固定元素的元素值: n ^ J °ifp^&p≠tn(q) The step of obtaining the value of each element in the precoding matrix may include the following steps: Step 501: Calculate an element value of the fixed element in the precoding matrix according to the { }{7^}{7^} outputted by the offline part. : n ^ J °ifp^&p≠t n ( q )
其中 { ( , ), €{1,2...7^}, €{1,2... }}为预编码矩阵中的元 步骤 502、利用在线干扰避让算法获得所有在 中的避让用户对应的 均衡器:
Figure imgf000013_0001
Where { ( , ), €{1, 2...7^}, €{1, 2... }} is a meta-step 502 in the precoding matrix, using the online interference avoidance algorithm to obtain all the evasive users in the middle Corresponding equalizer:
Figure imgf000013_0001
第 q列, "} = E„— m nr„z, n≠m; Column q, "} = E„- m nr„ z , n≠m;
然后进行 QR分解: Hm E ak =QmakUR 其中 ρΜ 是正交矩阵, R k是一个 上三角矩阵。 即可得:Then QR decomposition is performed: H m E ak =Q mak UR where ρ Μ is an orthogonal matrix and R k is an upper triangular matrix. You can get:
;4^— 十1)5 «^」^— 十2).' (1"«¾_ ^ 其中 ' —是 ^的 第 q列; ;4^— 十1) 5 «^"^—Twelve 2).'(1"«3⁄4_ ^ where '- is the qth column of ^;
步骤 503、 用干扰对齐的原理计算预编码器余下的部分和其他用户的 均衡器;  Step 503: Calculate the remaining part of the precoder and the equalizer of other users by using the principle of interference alignment;
步骤 504、 釆用小区内 SDMA的迫零、 MMSE等算法进一步进行干扰 抑制,即根据迫零算法和 /或最小均方差算法对预编码矩阵中各元素的元素 值进行修正。  Step 504: Perform interference suppression by using a zero-forcing or MMSE algorithm in the intra-cell SDMA, that is, correct the element values of each element in the pre-coding matrix according to the zero-forcing algorithm and/or the minimum mean square error algorithm.
本发明上述实施例提供的预编码处理方法, 其首先根据信道矩阵的空 间相关性进行干扰避让, 然后再根据干扰对齐的原理, 将干扰信号对齐到 用户能处理的干扰空间, 能够有效抑制多发射天线通信系统中信号间的干 扰。  The precoding processing method provided by the foregoing embodiment of the present invention first performs interference avoidance according to the spatial correlation of the channel matrix, and then aligns the interference signal to the interference space that the user can process according to the principle of interference alignment, and can effectively suppress multiple transmissions. Interference between signals in an antenna communication system.
本发明实施例还提供了一种预编码处理装置, 该预编码处理装置能够 执行上述实施例中的预编码处理方法, 图 5为本发明预编码处理装置实施 例的结构示意图, 如图 5所示, 该装置包括参数获取模块 11、 第一计算模 块 12、 第二计算模块 13、 构建模块 14和编码处理模块 15, 参数获取模块 11其中用于获取基站所在通信系统的空间信道相关性参数,并根据所述空 间信道相关性参数获取干扰避让参数; 第一计算模块 12用于根据所述干 扰避让参数获取待构建的预编码矩阵的固定元素的元素值; 第二计算模块 13用于根据干扰对齐算法获取待构建的预编码矩阵中除固定元素外其他 元素的元素值; 构建模块 14用于根据获取的所述待构建的预编码矩阵固 定元素的元素值和所述待构建的预编码矩阵中除固定元素外其他元素的 元素值构建预编码矩阵; 编码处理模块 15用于根据所述预编码矩阵对数 据流进行预编码处理。 The embodiment of the present invention further provides a precoding processing apparatus, which is capable of performing the precoding processing method in the foregoing embodiment, and FIG. 5 is a schematic structural diagram of an embodiment of the precoding processing apparatus according to the present invention. The device includes a parameter acquisition module 11, a first calculation module 12, a second calculation module 13, a construction module 14, and an encoding processing module 15, and a parameter acquisition module. The method for obtaining the spatial channel correlation parameter of the communication system where the base station is located, and obtaining the interference avoidance parameter according to the spatial channel correlation parameter; the first calculating module 12 is configured to obtain the precoding matrix to be constructed according to the interference avoidance parameter. The second computing module 13 is configured to obtain an element value of the element other than the fixed element in the precoding matrix to be constructed according to the interference alignment algorithm; the building module 14 is configured to use the pre-built pre-built according to the acquired Constructing a precoding matrix by using an element value of a fixed element of the coding matrix and an element value of the element other than the fixed element in the precoding matrix to be constructed; the encoding processing module 15 is configured to perform precoding processing on the data stream according to the precoding matrix .
本发明上述实施例提供的预编码处理装置, 通过获取基站所在通信系 统的空间信道相关性参数, 并进一步获取干扰避让参数, 以计算获取预编 码矩阵的固定元素的元素值, 进行干扰避让; 然后根据干扰对其计算获取 预编码矩阵中其他元素的元素值, 利用上述获取的预编码矩阵对数据流进 行预编码, 能够起到对干扰的抑制作用。  The precoding processing apparatus provided by the foregoing embodiment of the present invention obtains the spatial channel correlation parameter of the communication system where the base station is located, and further acquires the interference avoidance parameter, to calculate the element value of the fixed element of the precoding matrix, and performs interference avoidance; The element values of other elements in the precoding matrix are calculated according to the interference, and the precoding of the data stream by using the precoding matrix obtained above can suppress the interference.
本发明上述实施例中的干扰避让参数具体的可以包括基站服务用户 集、 基站对应的有效虚拟发射角度位置集、 基站对应的有效发射信号位置 集和避让用户集, 是指有效虚拟角度类的参数, 其在通信系统中的变化相 对较慢, 因此可以通过预先计算的方式获取并存储, 如图 6所示, 上述实 施例提供的预编码处理装置可以进一步的包括存储模块 19 , 该存储模块 19用于存储根据空间信道相关性参数以离线方式获取的干扰避让参数 ,因 此上述的参数获取模块 11可以是从存储模块 19中获取干扰避让参数。  The interference avoidance parameter in the foregoing embodiment of the present invention may specifically include a base station service user set, an effective virtual transmit angle location set corresponding to the base station, an effective transmit signal location set corresponding to the base station, and a evasive user set, and refer to a valid virtual angle class parameter. The change in the communication system is relatively slow, and thus can be obtained and stored in a pre-calculated manner. As shown in FIG. 6, the pre-coding processing apparatus provided in the foregoing embodiment may further include a storage module 19, the storage module 19 For storing the interference avoidance parameter obtained in an offline manner according to the spatial channel correlation parameter, the parameter acquisition module 11 described above may obtain the interference avoidance parameter from the storage module 19.
在上述实施例的基础上,还可以进一步的包括第一均衡器获取模块 16 和第二均衡器获取模块 17 , 上述的第一均衡器获取模块 16用于获取基站 所在通信系统中避让用户集中各用户对应的, 用于使数据接收端对接收到 的数据流进行干扰消除的均衡器; 第二均衡器获取模块 17用于获取基站 所在通信系统中除避让用户集中各用户外其他用户对应的, 用于使数据接 收端对接收到的数据流进行干扰消除的均衡器。 在具体的实施方式中, 还可以进一步的设置数据修正模块 18 , 该数据 修正模块 18用于根据迫零算法和 /或最小均方差算法对预编码矩阵中各元 素的元素值进行修正。 On the basis of the foregoing embodiment, the first equalizer acquisition module 16 and the second equalizer acquisition module 17 are further included, and the first equalizer acquisition module 16 is configured to acquire the user concentration in the communication system where the base station is located. The equalizer that is used by the user to enable the data receiving end to perform interference cancellation on the received data stream; the second equalizer acquiring module 17 is configured to acquire, in the communication system where the base station is located, other users except the users in the centralized user group, An equalizer for causing the data receiving end to perform interference cancellation on the received data stream. In a specific implementation, the data correction module 18 may be further configured to modify the element values of the elements in the precoding matrix according to the zero forcing algorithm and/or the minimum mean square error algorithm.
本发明实施例还提供了一种基站, 该基站包括上述实施例中提供的预 编码处理装置。 该基站能够通过获取基站所在通信系统的空间信道相关性 参数, 并根据所述空间信道相关性参数获取干扰避让参数, 计算获取预编 码矩阵的固定元素的元素值, 以实现干扰避让; 然后根据干扰对其计算获 取预编码矩阵中其他元素的元素值, 利用上述获取的预编码矩阵对数据流 进行预编码, 能够起到对干扰的抑制作用。  The embodiment of the invention further provides a base station, which comprises the precoding processing device provided in the above embodiment. The base station can obtain the spatial channel correlation parameter of the communication system where the base station is located, obtain the interference avoidance parameter according to the spatial channel correlation parameter, and calculate the element value of the fixed element of the precoding matrix to implement the interference avoidance; The element values of other elements in the precoding matrix are calculated and pre-coded by using the precoding matrix obtained above, which can suppress the interference.
本领域普通技术人员可以理解: 实现上述方法实施例的全部或部分步 骤可以通过程序指令相关的硬件来完成, 前述的程序可以存储于一计算机 可读取存储介质中, 该程序在执行时, 执行包括上述方法实施例的步骤; 而前述的存储介质包括: ROM、 RAM , 磁碟或者光盘等各种可以存储程 序代码的介质。 最后应说明的是: 以上实施例仅用以说明本发明的技术方案, 而非对 其限制; 尽管参照前述实施例对本发明进行了详细的说明, 本领域的普通 技术人员应当理解: 其依然可以对前述各实施例所记载的技术方案进行修 改, 或者对其中部分技术特征进行等同替换; 而这些修改或者替换, 并不 使相应技术方案的本质脱离本发明各实施例技术方案的精神和范围。  A person skilled in the art can understand that all or part of the steps of implementing the above method embodiments may be completed by using hardware related to program instructions, and the foregoing program may be stored in a computer readable storage medium, and the program is executed when executed. The foregoing steps include the steps of the foregoing method embodiments; and the foregoing storage medium includes: a medium that can store program codes, such as a ROM, a RAM, a magnetic disk, or an optical disk. It should be noted that the above embodiments are only for explaining the technical solutions of the present invention, and are not intended to be limiting; although the present invention has been described in detail with reference to the foregoing embodiments, it will be understood by those skilled in the art that: The technical solutions described in the foregoing embodiments are modified, or some of the technical features are equivalently replaced. The modifications and substitutions do not depart from the spirit and scope of the technical solutions of the embodiments of the present invention.

Claims

权 利 要 求 书 Claim
1、 一种预编码处理方法, 其特征在于, 包括: A precoding processing method, comprising:
获取基站所在通信系统的空间信道相关性参数, 并根据所述空间信道 相关性参数获取干扰避让参数;  Obtaining a spatial channel correlation parameter of the communication system where the base station is located, and acquiring an interference avoidance parameter according to the spatial channel correlation parameter;
根据所述干扰避让参数获取待构建的预编码矩阵的固定元素的元素 值;  Obtaining an element value of a fixed element of the precoding matrix to be constructed according to the interference avoidance parameter;
根据干扰对齐算法获取待构建的预编码矩阵中除固定元素外其他元 素的元素值;  Obtaining element values of other elements except the fixed element in the precoding matrix to be constructed according to the interference alignment algorithm;
根据获取的所述待构建的预编码矩阵固定元素的元素值和所述待构 建的预编码矩阵中除固定元素外其他元素的元素值构建预编码矩阵;  Constructing a precoding matrix according to the obtained element value of the precoding matrix fixed element to be constructed and element values of other elements in the precoding matrix to be constructed except the fixed element;
根据所述预编码矩阵对数据流进行预编码处理。  The data stream is precoded according to the precoding matrix.
2、 根据权利要求 1所述的预编码处理方法, 其特征在于, 所述干扰 避让参数包括基站服务用户集、 基站对应的有效虚拟发射角度位置集、 基 站对应的有效发射信号位置集和避让用户集; 或  2. The precoding processing method according to claim 1, wherein the interference avoidance parameter comprises a base station service user set, an effective virtual transmission angle location set corresponding to the base station, an effective transmit signal location set corresponding to the base station, and a evasive user. Set; or
所述干扰避让参数包括基站服务用户集、基站对应的有效虚拟发射角 度位置集、 基站对应的有效发射信号位置集、 避让用户集、 基站对应的有 效虚拟发射角度位置的变化集和基站对应的有效发射信号位置的变化集。  The interference avoidance parameter includes a base station service user set, a valid virtual transmission angle location set corresponding to the base station, an effective transmit signal location set corresponding to the base station, a avoidance user set, a change set of the effective virtual transmit angle position corresponding to the base station, and an effective corresponding to the base station. A set of changes in the position of the transmitted signal.
3、 根据权利要求 2所述的预编码处理方法, 其特征在于, 所述根据 干扰避让参数获取待构建的预编码矩阵的固定元素的元素值之后还包括: 获取所述避让用户集中各用户对应的, 用于使数据接收端对接收到的 数据流进行干扰消除的均衡器;  The precoding processing method according to claim 2, wherein after the obtaining the element value of the fixed element of the precoding matrix to be constructed according to the interference avoidance parameter, the method further includes: acquiring, corresponding to each user in the evasive user set An equalizer for causing the data receiving end to perform interference cancellation on the received data stream;
以及根据干扰对齐算法获取预编码矩阵中除固定元素外其他元素的 元素值之后还包括:  And after obtaining the element values of the elements other than the fixed elements in the precoding matrix according to the interference alignment algorithm, the method further includes:
获取基站所在通信系统中除所述避让用户集中各用户外其他用户对 应的, 用于使数据接收端对接收到的数据流进行干扰消除的均衡器。  Obtaining an equalizer for causing the data receiving end to perform interference cancellation on the received data stream, corresponding to other users in the communication system where the base station is located, except for the users in the user group.
4、 根据权利要求 1所述的预编码处理方法, 其特征在于, 所述根据 空间信道相关性参数获取干扰避让参数具体为: 4. The precoding processing method according to claim 1, wherein the basis is The spatial channel correlation parameter obtains the interference avoidance parameter as follows:
根据所述空间相关性参数釆用离线方式获取干扰避让参数。  Obtaining the interference avoidance parameter in an offline manner according to the spatial correlation parameter.
5、 根据权利要求 1所述的预编码处理方法, 其特征在于, 所述根据 所述预编码矩阵对数据流进行预编码处理之前还包括:  The precoding processing method according to claim 1, wherein before the precoding processing on the data stream according to the precoding matrix, the method further includes:
根据迫零算法和 /或最小均方差算法对所述预编码矩阵中各元素的元 素值进行修正。  The element values of the elements in the precoding matrix are modified according to a zero forcing algorithm and/or a minimum mean square error algorithm.
6、 一种预编码处理装置, 其特征在于, 包括:  6. A precoding processing apparatus, comprising:
参数获取模块, 用于获取基站所在通信系统的空间信道相关性参数, 并根据所述空间信道相关性参数获取干扰避让参数;  a parameter obtaining module, configured to acquire a spatial channel correlation parameter of a communication system where the base station is located, and obtain an interference avoidance parameter according to the spatial channel correlation parameter;
第一计算模块, 用于根据所述干扰避让参数获取待构建的预编码矩阵 的固定元素的元素值;  a first calculating module, configured to acquire an element value of a fixed element of the precoding matrix to be constructed according to the interference avoidance parameter;
第二计算模块, 用于根据干扰对齐算法获取待构建的预编码矩阵中除 固定元素外其他元素的元素值;  a second calculating module, configured to obtain, according to the interference alignment algorithm, an element value of other elements except the fixed element in the precoding matrix to be constructed;
构建模块, 用于根据获取的所述待构建的预编码矩阵固定元素的元素 值和所述待构建的预编码矩阵中除固定元素外其他元素的元素值构建预 编码矩阵;  a building block, configured to construct a precoding matrix according to the obtained element value of the precoding matrix fixed element to be constructed and the element value of the element other than the fixed element in the precoding matrix to be constructed;
编码处理模块, 用于根据所述预编码矩阵对数据流进行预编码处理。 And an encoding processing module, configured to perform precoding processing on the data stream according to the precoding matrix.
7、 根据权利要求 6所述的预编码处理装置, 其特征在于, 还包括: 存储模块, 用于存储根据空间信道相关性参数以离线方式获取的干扰 避让参数。 7. The precoding processing apparatus according to claim 6, further comprising: a storage module, configured to store an interference avoidance parameter acquired in an offline manner according to the spatial channel correlation parameter.
8、 根据权利要求 6所述的预编码处理装置, 其特征在于, 所述干扰 避让参数包括基站服务用户集、 基站对应的有效虚拟发射角度位置集、 基 站对应的有效发射信号位置集和避让用户集; 或所述干扰避让参数包括基 站服务用户集、 基站对应的有效虚拟发射角度位置集、 基站对应的有效发 射信号位置集、 避让用户集、 基站对应的有效虚拟发射角度位置的变化集 和基站对应的有效发射信号位置的变化集, 所述装置还包括: 第一均衡器获取模块, 用于获取基站所在通信系统中避让用户集中各 用户对应的, 用于使数据接收端对接收到的数据流进行干扰消除的均衡 器; The pre-coding processing apparatus according to claim 6, wherein the interference avoidance parameter comprises a base station service user set, an effective virtual transmission angle position set corresponding to the base station, an effective transmit signal position set corresponding to the base station, and a evasive user. The interference avoidance parameter includes a base station service user set, a valid virtual transmission angle location set corresponding to the base station, an effective transmit signal location set corresponding to the base station, a set of avoidance users, a change set of effective virtual transmit angle positions corresponding to the base station, and a base station. And corresponding to the change set of the effective transmit signal locations, the device further includes: a first equalizer acquiring module, configured to acquire an equalizer corresponding to each user in the communication system of the base station, and configured to enable the data receiving end to perform interference cancellation on the received data stream;
第二均衡器获取模块, 用于获取基站所在通信系统中除避让用户集中 各用户外其他用户对应的, 用于使数据接收端对接收到的数据流进行干扰 消除的均衡器。  The second equalizer acquiring module is configured to obtain an equalizer corresponding to other users except the user in the communication system of the base station, and configured to enable the data receiving end to perform interference cancellation on the received data stream.
9、 根据权利要求 6所述的预编码处理装置, 其特征在于, 还包括: 数据修正模块,用于根据迫零算法和 /或最小均方差算法对预编码矩阵 中各元素的元素值进行修正。  9. The precoding processing apparatus according to claim 6, further comprising: a data correction module, configured to correct an element value of each element in the precoding matrix according to a zero forcing algorithm and/or a minimum mean square error algorithm .
10、 一种基站, 其特征在于, 包括权利要求 6-9任一所述的预编码处 理装置。  A base station, comprising the precoding processing apparatus according to any one of claims 6-9.
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