CN101873190B - Precoding method and device - Google Patents
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Abstract
公开了预编码方法和装置。其中预编码方法包括:发射端获取其多根天线分别到两个用户的信道信息,并根据信道信息获取信道相关矩阵,发射端获取信道相关矩阵的广义特征向量,发射端根据广义特征向量确定两个用户的发射预编码向量,根据所述发射预编码向量获取两个用户的接收向量,并根据接收向量和所述信道信息获取两个用户分别对应的等效信道矩阵,发射端根据所述等效信道矩阵获取两个用户分别对应的功率缩放矩阵、反馈矩阵和前馈矩阵,并根据所述接收向量、功率缩放矩阵、反馈矩阵和前馈矩阵为两个用户进行THP。上述技术方案可以使两个用户配置的天线数量不受限制。
A precoding method and device are disclosed. The precoding method includes: the transmitting end obtains the channel information of its multiple antennas to two users respectively, and obtains the channel correlation matrix according to the channel information, the transmitting end obtains the generalized eigenvector of the channel correlation matrix, and the transmitting end determines the two channels according to the generalized eigenvector transmit precoding vectors of two users, obtain the receiving vectors of two users according to the transmitting precoding vectors, and obtain the equivalent channel matrices corresponding to the two users respectively according to the receiving vectors and the channel information, and the transmitting end obtains the corresponding equivalent channel matrices according to the said equal channel information The effective channel matrix obtains the power scaling matrix, feedback matrix and feedforward matrix respectively corresponding to two users, and performs THP for the two users according to the receiving vector, power scaling matrix, feedback matrix and feedforward matrix. The above technical solution can make the number of antennas configured by two users unlimited.
Description
技术领域 technical field
本发明涉及网络通讯技术领域,具体涉及多输入多输出(Multi-Input-Multi-Output,MIMO)系统中的THP技术。The invention relates to the technical field of network communication, in particular to THP technology in a Multi-Input-Multi-Output (MIMO) system.
背景技术 Background technique
在多输入多输出广播信道(MIMO Broadcast Channel)下,脏纸编码(DirtyPaper Coding,DPC)是一种优化的技术方案。汤姆林森-哈拉希玛预编码(Tomplinson Harashima Precoding,THP)不但能实现DPC技术方案,而且,THP技术具有实现简单,性能良好等特点。Under MIMO Broadcast Channel, Dirty Paper Coding (DPC) is an optimized technical solution. Tomplinson Harashima Precoding (THP) can not only implement the DPC technical solution, but also THP technology has the characteristics of simple implementation and good performance.
THP的系统模型如附图1所示。The system model of THP is shown in Figure 1.
图1中的系统模型的收发之间的相互关系可以表示为:y=GHFB-1v+Gn,其中,G为功率缩放矩阵,H为发射端的发射天线分别到用户的信道信息,F为前馈矩阵,B为反馈矩阵,v为发射信号向量,n为用户的接收天线上的噪声矢量。The relationship between the sending and receiving of the system model in Figure 1 can be expressed as: y=GHFB -1 v+Gn, where G is the power scaling matrix, H is the channel information from the transmitting antennas of the transmitting end to the user, and F is the front Feed matrix, B is the feedback matrix, v is the transmit signal vector, n is the noise vector on the user's receive antenna.
下面结合附图1对THP的实现原理进行说明。The realization principle of THP will be described below with reference to FIG. 1 .
通常,在多用户MIMO广播信道下,发送信号经过信道H后会使发送到多个用户的信号相互干扰,为了消除用户间信号的相互干扰,THP的系统在发射端先进行线性预编码,即根据信道信息对信息流a进行线性预编码。由于对信道进行正交三角分解后,信道可等效为正交矩阵的信道级联一个下三角矩阵的信道的形式,因此,在发射端对发射信号乘上信道的正交矩阵的共轭转置后,信道可等效为一个下三角矩阵的信道。此时,可利用三角矩阵的层的发射信号间的干扰特性、通过公式进行线性预编码,其中,bk,l为反馈矩阵B中的元素,k为用户数。当线性预编码后的发射信号x通过F和信道H后,发射信号x的层与层之间的干扰被消除了,从而各用户可以独立的解码出各自的数据。由于线性预编码会导致功率升高,因此,THP系统引入MOD(求模)运算以降低发射信号的发射功率。求模运算使得原来的线性预编码变成了非线性预编码。Usually, under the multi-user MIMO broadcast channel, after the transmitted signal passes through the channel H, the signals sent to multiple users will interfere with each other. In order to eliminate the mutual interference of signals between users, the THP system first performs linear precoding at the transmitter, that is, Perform linear precoding on information flow a according to channel information. Since the channel is decomposed into an orthogonal triangular matrix, the channel can be equivalent to the form of an orthogonal matrix channel concatenated with a lower triangular matrix channel. After setting, the channel can be equivalent to the channel of a lower triangular matrix. At this time, the interference characteristics between the transmitted signals of the layers of the triangular matrix can be used, through the formula Perform linear precoding, where b k, l are elements in the feedback matrix B, and k is the number of users. After the linearly precoded transmission signal x passes through F and the channel H, the interference between the layers of the transmission signal x is eliminated, so that each user can independently decode their own data. Since linear precoding will lead to an increase in power, the THP system introduces a MOD (modulo) operation to reduce the transmission power of the transmitted signal. The modulo operation turns the original linear precoding into a nonlinear precoding.
发明人发现上述现有技术至少存在如下问题:在MIMO Broadcast Downlink(多输入多输出下行广播),且每个用户接收单个流的场景下,由于THP会受制于信道空间,因而接收用户数不能超过发射天线数;即现有的THP只能应用于用户数不超过发射天线数且每个用户配置单根接收天线的应用场景,不能解决接收天线数超过发射天线数情况下如何进行THP的问题。The inventors have found that at least the following problems exist in the above-mentioned prior art: In MIMO Broadcast Downlink (multiple-input multiple-output downlink broadcasting), and each user receives a single stream, since THP is limited by the channel space, the number of receiving users cannot exceed The number of transmitting antennas; that is, the existing THP can only be applied to the application scenario where the number of users does not exceed the number of transmitting antennas and each user is equipped with a single receiving antenna. It cannot solve the problem of how to perform THP when the number of receiving antennas exceeds the number of transmitting antennas.
发明内容 Contents of the invention
本发明实施方式提供的预编码方法和装置,在发射端设置多根天线的情况下,两个用户配置的天线数量可以不受限制。In the precoding method and device provided by the embodiments of the present invention, when multiple antennas are set at the transmitting end, the number of antennas configured by two users may not be limited.
本发明实施方式提供的预编码方法,包括:The precoding method provided by the embodiment of the present invention includes:
发射端获取其多根天线分别到两个用户的信道信息,并根据所述信道信息获取信道相关矩阵;The transmitting end obtains channel information from its multiple antennas to two users respectively, and obtains a channel correlation matrix according to the channel information;
发射端获取所述信道相关矩阵的广义特征向量;The transmitting end obtains the generalized eigenvector of the channel correlation matrix;
发射端根据所述广义特征向量确定所述两个用户的发射预编码向量,根据所述两个用户的发射预编码向量获取所述两个用户的接收向量,并根据所述两个用户的接收向量和所述信道信息获取所述两个用户分别对应的等效信道矩阵;The transmitting end determines the transmitting precoding vectors of the two users according to the generalized eigenvectors, obtains the receiving vectors of the two users according to the transmitting precoding vectors of the two users, and obtains the receiving vectors of the two users according to the receiving vectors of the two users The vector and the channel information obtain equivalent channel matrices respectively corresponding to the two users;
发射端根据所述两个用户分别对应的等效信道矩阵获取所述两个用户分别对应的功率缩放矩阵、反馈矩阵和前馈矩阵,并根据所述接收向量、功率缩放矩阵、反馈矩阵和前馈矩阵为所述两个用户组成的系统进行汤姆林森-哈拉希玛预编码THP。The transmitting end obtains the power scaling matrix, feedback matrix and feedforward matrix corresponding to the two users respectively according to the equivalent channel matrices corresponding to the two users, and according to the receiving vector, power scaling matrix, feedback matrix and forward The feed matrix performs Tomlinson-Harashima precoding THP for the system composed of the two users.
本发明实施方式提供的预编码装置,包括:The precoding device provided in the embodiment of the present invention includes:
信道相关矩阵模块,用于获取发射端的多根天线分别到两个用户的信道信息,并根据所述信道信息获取信道相关矩阵;A channel correlation matrix module, configured to obtain channel information from multiple antennas at the transmitting end to two users respectively, and obtain a channel correlation matrix according to the channel information;
特征向量模块,用于获取所述信道相关矩阵的广义特征向量;An eigenvector module, configured to obtain a generalized eigenvector of the channel correlation matrix;
等效信道矩阵模块,用于根据所述广义特征向量获取所述两个用户的发射预编码向量,根据所述两个用户的发射预编码向量获取所述两个用户的接收向量,并根据所述两个用户的接收向量和所述信道信息获取所述两个用户分别对应的等效信道矩阵;An equivalent channel matrix module, configured to obtain transmit precoding vectors of the two users according to the generalized eigenvectors, obtain receive vectors of the two users according to the transmit precoding vectors of the two users, and obtain the receive vectors of the two users according to the The receiving vectors of the two users and the channel information obtain the equivalent channel matrices respectively corresponding to the two users;
预编码模块,用于根据所述等效信道矩阵获取所述两个用户分别对应的功率缩放矩阵、反馈矩阵和前馈矩阵,并根据所述接收向量、功率缩放矩阵、反馈矩阵和前馈矩阵为所述两个用户组成的系统进行THP。A precoding module, configured to obtain power scaling matrices, feedback matrices, and feedforward matrices respectively corresponding to the two users according to the equivalent channel matrix, and obtain the power scaling matrix, feedback matrix, and feedforward matrix according to the receiving vector, power scaling matrix, feedback matrix, and feedforward matrix THP is performed for the two-user system.
通过上述技术方案的描述可知,在发射端设置多根天线的情况下,发射端通过利用其多根天线分别到两个用户的信道信息获取了信道相关矩阵,并利用信道相关矩阵获取了广义特征向量,然后,进一步利用广义特征向量获取了两个用户的接收向量,由于在确定等效信道矩阵过程中利用了接收向量,使两个用户的等效信道矩阵的阶数被降低,从而使等效信道矩阵的阶数只与发射端天线数量和用户数有关,而与用户的接收天线数量无关,使THP的复杂度与用户的接收天线数量无关,最终使用户的接收天线数量可以不受限制。From the description of the above technical solution, it can be seen that when the transmitting end is equipped with multiple antennas, the transmitting end obtains the channel correlation matrix by using the channel information of the multiple antennas to two users respectively, and obtains the generalized feature by using the channel correlation matrix vector, and then further use the generalized eigenvectors to obtain the receiving vectors of the two users. Since the receiving vectors are used in the process of determining the equivalent channel matrix, the order of the equivalent channel matrices of the two users is reduced, so that the equal The order of the effective channel matrix is only related to the number of antennas at the transmitting end and the number of users, but has nothing to do with the number of receiving antennas of the users, so that the complexity of THP has nothing to do with the number of receiving antennas of the users, and finally the number of receiving antennas of the users can be unlimited .
附图说明 Description of drawings
图1是现有技术的THP的系统模型示意图;Fig. 1 is the system model schematic diagram of THP of prior art;
图2是本发明实施例一的预编码方法流程图;FIG. 2 is a flowchart of a precoding method according to
图3是本发明实施例一的多输入多输出系统模型示意图;3 is a schematic diagram of a MIMO system model according to
图4是本发明实施例一与现有技术的BER性能对比示意图;Fig. 4 is a schematic diagram of the BER performance comparison between
图5是本发明实施例一与现有技术的系统容量对比示意图;FIG. 5 is a schematic diagram of system capacity comparison between
图6是本发明实施例二的预编码装置结构图。FIG. 6 is a structural diagram of a precoding device according to
具体实施方式 Detailed ways
本发明实施例一提供一种预编码方法。在本实施例以及下述实施例中以发射端设置有2根发射天线为例进行说明。
在本实施例的MIMO系统中,发射端设置有两根天线,即发射天线数量Nt为2,发送端能够得知全部信道状态信息;MIMO系统中的用户数量K为2,用户的接收天线数量Nr不限且Nr可以大于2,每个用户对应一个数据流。在上述情况下,该方法的流程如附图2所示。In the MIMO system of this embodiment, the transmitting end is provided with two antennas, that is, the number of transmitting antennas N t is 2, and the transmitting end can know all channel state information; the number of users K in the MIMO system is 2, and the receiving antennas of the users The number N r is not limited and N r can be greater than 2, and each user corresponds to a data stream. Under the above circumstances, the flow of the method is shown in FIG. 2 .
图2中,S200、发射端如基站获取两根发射天线分别到两个用户的信道信息,并根据该信道信息获取信道相关矩阵。In FIG. 2, S200. The transmitting end such as the base station obtains channel information from two transmitting antennas to two users respectively, and obtains a channel correlation matrix according to the channel information.
如果发射端获取的两根发射天线分别到两个用户的信道信息表示为H1和H2,则根据H1和H2获得的信道相关矩阵为和其中,为H1的共轭转置矩阵,为H2的共轭转置矩阵。If the channel information obtained by the transmitting end from the two transmitting antennas to the two users is denoted as H 1 and H 2 , then the channel correlation matrix obtained according to H 1 and H 2 is and in, is the conjugate transpose matrix of H 1 , is the conjugate transpose matrix of H2 .
S210、发射端获取上述信道相关矩阵的广义特征向量。S210. The transmitting end acquires the generalized eigenvector of the channel correlation matrix.
设定广义特征向量为t1和t2,则t1和t2应分别满足:和即根据公式和计算并确定t1和t2。t1和t2具有对称性。Set the generalized eigenvectors as t 1 and t 2 , then t 1 and t 2 should satisfy respectively: and i.e. according to the formula and Calculate and determine t 1 and t 2 . t 1 and t 2 have symmetry.
S220、发射端根据上述计算确定的广义特征向量获取两个用户的发射预编码向量。S220. The transmitting end acquires the transmitting precoding vectors of the two users according to the generalized eigenvectors determined by the above calculation.
如果发射端将t1和t2当作两个用户的线性预编码向量,按照广义特征向量的特性,即此时和当两个用户的接收机采用形式的接收向量进行接收时,可以实现两个用户间信号的相互干扰为0。If the transmitter regards t 1 and t 2 as the linear precoding vectors of two users, according to the characteristics of the generalized eigenvector, that is, at this time and When two user receivers employ When the reception vector of the form is received, the mutual interference of signals between two users can be realized to be 0.
考虑到系统容量问题,本实施例中的发射端可以采用系统容量最大化准则来获取两个用户的接收向量和发射预编码向量。例如发射端根据下述公式(1)为用户1和用户2分别选取最优的发射预编码向量t1,opt和t2,opt,以使系统容量最大。Considering the problem of system capacity, the transmitting end in this embodiment may adopt the system capacity maximization criterion to obtain the receiving vector and transmitting precoding vector of two users. For example, the transmitter selects the optimal transmit precoding vectors t 1,opt and t 2,opt for
公式(1)中:P为信号发射功率,H1和H2为所述两根天线分别到两个用户的信道信息,t为其中一个用户的广义特征向量,σi为第i个用户的接收机噪声方差,为另一个用户的广义特征向量。In formula (1): P is the signal transmission power, H 1 and H 2 are the channel information from the two antennas to two users respectively, t is the generalized eigenvector of one of the users, and σ i is the i-th user’s receiver noise variance, is the generalized feature vector of another user.
S230、发射端根据上述确定出的两个用户的发射预编码向量获取两个用户的接收向量,并根据两个用户的接收向量和上述信道信息获取两个用户分别对应的等效信道矩阵。S230. The transmitting end obtains receiving vectors of the two users according to the determined transmitting precoding vectors of the two users, and obtains equivalent channel matrices corresponding to the two users respectively according to the receiving vectors of the two users and the above channel information.
在本实施例中,包含有两个用户的接收向量的接收矩阵为W,该接收矩阵的使用使整个系统等效为广义特征向量中和的特性,因而可消除用户间的干扰。In this embodiment, the reception matrix containing the reception vectors of two users is W, and the use of this reception matrix makes the whole system equivalent to the generalized eigenvector and characteristics, thus eliminating interference between users.
包含有两个用户的接收向量的接收矩阵
其中,w1是第1个用户的接收向量,w2是第2个用户的接收向量。Among them, w 1 is the receiving vector of the first user, and w 2 is the receiving vector of the second user.
发射端通过利用t1,opt和t2,opt可以得到归一化的接收向量w1和w2,例如,接收向量
其中,t1,opt和t2,opt为两个用户的发射预编码向量,H1和H2为通过发射端的两根天线分别到两个用户的信道信息。Among them, t 1,opt and t 2,opt are transmit precoding vectors of two users, H 1 and H 2 are channel information to two users respectively through two antennas at the transmitting end.
发射端通过利用w1和w2、根据公式(2)可以计算出两个用户的等效信道矩阵和 The transmitter can calculate the equivalent channel matrix of two users by using w 1 and w 2 according to the formula (2) and
上述两个用户的等效信道矩阵可以表示为
从上述描述可知,由于在确定等效信道矩阵过程中利用了接收向量,使两个用户的等效信道矩阵的阶数被降低,而且,使等效信道矩阵的阶数只与发射端天线数量和用户数有关,而与用户的接收天线数量无关,从而使THP的复杂度与用户的接收天线数量无关,最终使用户的接收天线数量可以不受限制。It can be seen from the above description that the order of the equivalent channel matrix of the two users is reduced due to the use of the receiving vector in the process of determining the equivalent channel matrix, and the order of the equivalent channel matrix is only equal to the number of antennas at the transmitting end It is related to the number of users, but has nothing to do with the number of receiving antennas of users, so that the complexity of THP has nothing to do with the number of receiving antennas of users, and finally the number of receiving antennas of users can be unlimited.
S240、发射端根据两个用户分别对应的等效信道矩阵获取两个用户分别对应的功率缩放矩阵G、反馈矩阵B和前馈矩阵F,即利用等效信道
利用等效信道矩阵获取F、B和G的过程为:对
功率缩放矩阵可以通过公式获得,其中,s11,...,sKK为等效信道矩阵
反馈矩阵B可以通过公式B=GS获得,其中,G为功率缩放矩阵,S为对等效信道矩阵进行正交三角分解后获得的三角矩阵。The feedback matrix B can be obtained by the formula B=GS, where G is a power scaling matrix, and S is a triangular matrix obtained by performing orthogonal triangular decomposition on the equivalent channel matrix.
需要说明的是,根据对等效信道矩阵采用的正交三角分解形式的不同,上述三角矩阵S可以是上三角矩阵,也可以是下三角矩阵。It should be noted that, according to different orthogonal triangular decomposition forms used for the equivalent channel matrix, the above triangular matrix S may be an upper triangular matrix or a lower triangular matrix.
S250、发射端根据上述接收向量、两个用户分别对应的功率缩放矩阵G、反馈矩阵B和前馈矩阵F为两个用户组成的系统进行THP。S250. The transmitting end performs THP for a system composed of two users according to the above reception vector, the power scaling matrix G, the feedback matrix B, and the feedforward matrix F corresponding to the two users respectively.
发射端可以根据图3所示的系统模型为两个用户组成的系统进行THP,图3中的其中的a为发射信号向量,d为扰动向量,d使得B-1(a+d)等价为B-1a的求模运算。The transmitter can perform THP for a system composed of two users according to the system model shown in Figure 3, and the Wherein, a is a transmitting signal vector, d is a disturbance vector, and d makes B -1 (a+d) equivalent to a modulo operation of B -1 a.
图3所示的系统模型的收发之间的相互关系可以表示为:y=GWHFB-1v+GWn,即发射端根据公式y=GWHFB-1v+GWn为两个用户组成的系统进行THP;The relationship between the sending and receiving of the system model shown in Figure 3 can be expressed as: y=GWHFB -1 v+GWn, that is, the transmitting end performs THP for the system composed of two users according to the formula y=GWHFB -1 v+GWn;
其中,y为发射向量,G为功率缩放矩阵,W为用户的接收向量矩阵,H为用户的信道信息,v为发射信号向量,n为用户的接收天线上的噪声矢量,n的每一分量相互独立不相关,且E[]表示期望,表示高斯白噪声的方差,I表示单位阵。Among them, y is the transmit vector, G is the power scaling matrix, W is the user’s receive vector matrix, H is the user’s channel information, v is the transmit signal vector, n is the noise vector on the user’s receive antenna, each component of n independent of each other, and E[] means expectation, Represents the variance of Gaussian white noise, and I represents the identity matrix.
图3所示的系统模型可以采用Zero-Forcing Criterion(迫零准则,ZFC)来设计,即GWHFB-1=I。I表示单位阵。The system model shown in FIG. 3 can be designed using Zero-Forcing Criterion (ZFC), that is, GWHFB −1 =I. I stands for identity matrix.
需要强调的是,本实施例并不限于在THP中使用ZFC准则,本实施例可以支持基于其他准则的THP,例如,本实施例可以支持MMSE(最小均方误差)准则下的THP等。It should be emphasized that this embodiment is not limited to using the ZFC criterion in THP, and this embodiment can support THP based on other criteria, for example, this embodiment can support THP under the MMSE (Minimum Mean Square Error) criterion.
通过实验数据可以获得:用户接收天线数量不同时,采用实施例一的技术方案获得的BER(误比特率)性能如附图4所示。It can be obtained through experimental data: when the number of user receiving antennas is different, the BER (Bit Error Rate) performance obtained by adopting the technical solution of
图4中,水平坐标表示SNR(信噪比),垂直坐标表示误比特率。带圆圈的曲线为一个用户有一根接收天线时的BER性能曲线,带十字叉的曲线为一个用户有两根接收天线时的BER性能曲线。In Fig. 4, the horizontal coordinate represents SNR (signal-to-noise ratio), and the vertical coordinate represents the bit error rate. The circled curve is the BER performance curve when a user has one receiving antenna, and the crossed curve is the BER performance curve when a user has two receiving antennas.
从图4示出的曲线可知,采用本实施例一能够使误比特率有较大改善,能够获得多天线接收时的分集增益。It can be seen from the curve shown in FIG. 4 that the bit error rate can be greatly improved by adopting the first embodiment, and the diversity gain in multi-antenna reception can be obtained.
另外,通过实验数据可以获得:本实施例一的技术方案与现有的DPC技术方案在系统容量上的对比如附图5所示。In addition, it can be obtained through experimental data: the comparison between the technical solution of the first embodiment and the existing DPC technical solution in terms of system capacity is shown in Fig. 5 .
图5中,水平坐标表示发射功率,垂直坐标表示和速率。带圆圈的曲线为DPC技术方案的系统容量曲线,带十字叉的曲线为上述实施例一技术方案的系统容量曲线。In Fig. 5, the horizontal coordinate represents the transmission power, and the vertical coordinate represents the sum rate. The curve with circles is the system capacity curve of the DPC technical solution, and the curve with crosses is the system capacity curve of the technical solution of the first embodiment above.
从图5示出的两条曲线可以看出,本实施例一的系统容量非常接近采用DPC技术的系统容量。It can be seen from the two curves shown in FIG. 5 that the system capacity of the first embodiment is very close to the system capacity using the DPC technology.
本发明实施例二提供一种预编码装置。该装置所在的发射端设置有两根天线。该装置的结构如附图6所示。
图6中的装置600包括:信道相关矩阵模块601、特征向量模块602、等效信道矩阵模块603和预编码模块604。The apparatus 600 in FIG. 6 includes: a channel correlation matrix module 601 , an eigenvector module 602 , an equivalent channel matrix module 603 and a precoding module 604 .
信道相关矩阵模块301用于获取发射端的两根天线分别到两个用户的信道信息,并根据该信道信息获取信道相关矩阵。The channel correlation matrix module 301 is used to obtain channel information from two antennas of the transmitting end to two users respectively, and obtain a channel correlation matrix according to the channel information.
如果信道相关矩阵模块301获取的两根发射天线分别到两个用户的信道信息表示为H1和H2,则信道相关矩阵模块301根据H1和H2获得的信道相关矩阵为和其中,为H1的共轭转置矩阵,为H2的共轭转置矩阵。If the channel information obtained by the channel correlation matrix module 301 from the two transmitting antennas to the two users is denoted as H 1 and H 2 , the channel correlation matrix obtained by the channel correlation matrix module 301 according to H 1 and H 2 is and in, is the conjugate transpose matrix of H 1 , is the conjugate transpose matrix of H2 .
特征向量模块602用于获取信道相关矩阵的广义特征向量。The eigenvector module 602 is used to obtain the generalized eigenvector of the channel correlation matrix.
设定特征向量模块602获取的广义特征向量为t1和t2,则t1和t2应分别满足:
等效信道矩阵模块603用于根据上述广义特征向量获取两个用户的发射预编码向量,根据两个用户的发射预编码向量获取两个用户的接收向量,并根据两个用户的接收向量和信道信息获取两个用户分别对应的等效信道矩阵。The equivalent channel matrix module 603 is used to obtain the transmit precoding vectors of the two users according to the above-mentioned generalized eigenvectors, obtain the receiving vectors of the two users according to the transmitting precoding vectors of the two users, and obtain the receiving vectors of the two users according to the receiving vectors of the two users and the channel The information acquires equivalent channel matrices corresponding to the two users respectively.
考虑到系统容量问题,本实施例中的等效信道矩阵模块603在获取两个用户的发射预编码向量过程中可以采用系统容量最大化准则。例如等效信道矩阵模块603根据下述公式(1)为用户1和用户2分别选取最优的发射预编码向量t1,opt和t2,opt,以使系统容量最大。Considering the problem of system capacity, the equivalent channel matrix module 603 in this embodiment may adopt the system capacity maximization criterion in the process of acquiring the transmit precoding vectors of two users. For example, the equivalent channel matrix module 603 selects optimal transmit precoding vectors t 1,opt and t 2,opt for
公式(1)中:P为信号发射功率,H1和H2为所述两根天线分别到两个用户的信道信息,t为其中第一1个用户的广义特征发射预编码向量,σi为第i个用户的接收机噪声方差,为另一个第2个用户的发射广义特征预编码向量,s.t(subject to,受约束于),表示公式In formula (1): P is the signal transmission power, H 1 and H 2 are the channel information from the two antennas to two users respectively, t is the generalized eigentransmission precoding vector of the first user, σ i is the receiver noise variance of the i-th user, The generalized feature precoding vector for the transmission of another second user, st (subject to, constrained by), expresses the formula
等效信道矩阵模块603获得的由两个用户的接收向量组成的接收矩阵可以表示为:The receiving matrix obtained by the equivalent channel matrix module 603 and composed of receiving vectors of two users can be expressed as:
其中,w1是第1个用户的接收向量,w2是第2个用户的接收向量。Among them, w 1 is the receiving vector of the first user, and w 2 is the receiving vector of the second user.
等效信道矩阵模块603通过利用t1,opt和t2,opt可以得到归一化的接收向量w1和w2,例如,接收向量
其中,t1,opt和t2,opt为两个用户的发射预编码向量,H1和H2为发射端的两根天线分别到两个用户的信道信息。Among them, t 1,opt and t 2,opt are transmit precoding vectors of two users, and H 1 and H 2 are channel information from two antennas at the transmitting end to two users respectively.
等效信道矩阵模块603通过利用w1和w2、根据公式(2)可以计算出两个用户的等效信道矩阵和 The equivalent channel matrix module 603 can calculate the equivalent channel matrix of two users by using w 1 and w 2 according to formula (2) and
上述两个用户的等效信道矩阵可以表示为
预编码模块604用于根据两个用户分别对应的等效信道矩阵获取两个用户分别对应的功率缩放矩阵G、反馈矩阵B和前馈矩阵F,并根据上述接收向量、两个用户分别对应的功率缩放矩阵G、反馈矩阵B和前馈矩阵F为两个用户组成的系统进行THP。The precoding module 604 is used to obtain the power scaling matrix G, the feedback matrix B, and the feedforward matrix F corresponding to the two users respectively according to the equivalent channel matrices corresponding to the two users, and according to the above-mentioned reception vector, the corresponding The power scaling matrix G, the feedback matrix B and the feedforward matrix F perform THP for a system composed of two users.
预编码模块604利用等效信道矩阵获取F、B和G的过程可以为:The process of the precoding module 604 using the equivalent channel matrix to obtain F, B and G can be:
预编码模块604对
预编码模块604可以利用公式获得功率缩放矩阵,其中,s11,...,sKK为等效信道矩阵
预编码模块604可以利用公式B=GS获得反馈矩阵B,其中,G为功率缩放矩阵,S为对等效信道矩阵进行正交三角分解后获得的三角矩阵。The precoding module 604 can use the formula B=GS to obtain the feedback matrix B, where G is the power scaling matrix, and S is the triangular matrix obtained by performing orthogonal triangular decomposition on the equivalent channel matrix.
需要说明的是,根据预编码模块604对等效信道矩阵采用的正交三角分解形式的不同,上述三角矩阵S可以是上三角矩阵,也可以是下三角矩阵。It should be noted that, according to the different orthogonal triangular decomposition forms used by the precoding module 604 for the equivalent channel matrix, the above triangular matrix S may be an upper triangular matrix or a lower triangular matrix.
预编码模块604在获得了功率缩放矩阵G、反馈矩阵B和前馈矩阵后,可以根据图3所示的系统模型为两个用户组成的系统进行THP,图3中的其中的a为发射信号向量,d为扰动向量,d使得B-1(a+d)等价为B-1a的求模运算。After the precoding module 604 obtains the power scaling matrix G, the feedback matrix B and the feedforward matrix, it can perform THP for the system composed of two users according to the system model shown in FIG. 3 . Wherein, a is a transmitting signal vector, d is a disturbance vector, and d makes B -1 (a+d) equivalent to a modulo operation of B -1 a.
由于图3所示的系统模型的收发之间的相互关系可以表示为如下形式:Since the interrelationship between the transceivers of the system model shown in Figure 3 can be expressed as the following form:
y=GWHFB-1v+GWn;y=GWHFB -1 v+GWn;
其中,y为发射向量,G为功率缩放矩阵,W为用户的接收向量矩阵,H为用户的信道信息,v为发射信号向量,n为用户的接收天线上的噪声矢量,n的每一分量相互独立不相关,且E[ ]表示期望,表示高斯白噪声的方差,I表示单位阵。Among them, y is the transmit vector, G is the power scaling matrix, W is the user’s receive vector matrix, H is the user’s channel information, v is the transmit signal vector, n is the noise vector on the user’s receive antenna, each component of n independent of each other, and E[ ] means expectation, Represents the variance of Gaussian white noise, and I represents the identity matrix.
因此,预编码模块604可以根据公式y=GWHFB-1v+GWn为两个用户组成的系统进行THP。Therefore, the precoding module 604 can perform THP for the system composed of two users according to the formula y=GWHFB -1 v+GWn.
从上述实施例二的描述可知,由于等效信道矩阵模块603在确定等效信道矩阵过程中利用了接收向量,使两个用户的等效信道矩阵的阶数被降低,而且,使等效信道矩阵的阶数只与发射端天线数量和用户数有关,而与用户的接收天线数量无关,从而预编码模块604执行的THP操作的复杂度与用户的接收天线数量无关,最终使用户的接收天线数量可以不受限制。It can be seen from the description of the second embodiment above that, since the equivalent channel matrix module 603 utilizes the receiving vector in the process of determining the equivalent channel matrix, the orders of the equivalent channel matrices of the two users are reduced, and the equivalent channel The order of the matrix is only related to the number of antennas at the transmitting end and the number of users, but has nothing to do with the number of receiving antennas of the users. Therefore, the complexity of the THP operation performed by the precoding module 604 has nothing to do with the number of receiving antennas of the users. Finally, the receiving antennas of the users The quantity can be unlimited.
通过以上的实施方式的描述,本领域的技术人员可以清楚地了解到本发明可借助软件加必需的硬件平台的方式来实现,当然也可以全部通过硬件来实施,但很多情况下前者是更佳的实施方式。基于这样的理解,本发明的技术方案对背景技术做出贡献的全部或者部分可以以软件产品的形式体现出来,该计算机软件产品可以存储在存储介质中,如ROM/RAM、磁碟、光盘等,包括若干指令用以使得一台计算机设备(可以是个人计算机,服务器,或者网络设备等)执行本发明各个实施例或者实施例的某些部分所述的方法。Through the description of the above embodiments, those skilled in the art can clearly understand that the present invention can be realized by means of software plus a necessary hardware platform, and of course all can be implemented by hardware, but in many cases the former is better implementation. Based on this understanding, all or part of the contribution made by the technical solution of the present invention to the background technology can be embodied in the form of software products, and the computer software products can be stored in storage media, such as ROM/RAM, magnetic disks, optical disks, etc. , including several instructions to make a computer device (which may be a personal computer, a server, or a network device, etc.) execute the methods described in various embodiments or some parts of the embodiments of the present invention.
虽然通过实施例描绘了本发明,本领域普通技术人员知道,本发明有许多变形和变化而不脱离本发明的精神,本发明的申请文件的权利要求包括这些变形和变化。Although the present invention has been described by way of example, those of ordinary skill in the art know that there are many variations and changes in the present invention without departing from the spirit of the invention, and the claims of the application document of the present invention include these variations and changes.
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