CN103929274A - A Coordinated Multipoint Transmission Precoding Method - Google Patents
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Abstract
Description
技术领域technical field
本发明属于无线通信领域,尤其涉及采用正交频分复用(Orthogonal FrequencyDivision Multiplexing,OFDM)技术的时分双工(Time Division Duplex,TDD)模式的协作通信系统。The invention belongs to the field of wireless communication, and in particular relates to a cooperative communication system in a time division duplex (Time Division Duplex, TDD) mode using Orthogonal Frequency Division Multiplexing (OFDM) technology.
背景技术Background technique
近年来,为了进一步提高频谱效率、改善小区边缘用户吞吐量,协作多点传输(Coordinated Multi-point Transmission,CoMP)成为了通信领域的研究热点。研究人员设计和改进了大量的预编码算法,以完全消除或者较大幅度降低多用户间以及同频小区间的干扰。由于大部分预编码算法基于理想信道信息(Channel SideInformation,CSI)假设,因此CSI的准确性成为了保证联合预编码算法性能的关键。在CoMP中,TDD模式基于信道互易特点,通过上行导频估计而获得下行信道的CSI,从而避免了频分双工(Frequency Division Duplex,FDD)模式的大规模量化反馈开销及误差。因此,TDD模式被认为是CoMP的重要发展方向。In recent years, in order to further improve spectrum efficiency and improve cell edge user throughput, Coordinated Multi-point Transmission (CoMP) has become a research hotspot in the field of communication. Researchers have designed and improved a large number of precoding algorithms to completely eliminate or greatly reduce the interference between multiple users and inter-frequency cells. Since most precoding algorithms are based on ideal channel information (Channel Side Information, CSI) assumptions, the accuracy of CSI becomes the key to ensuring the performance of joint precoding algorithms. In CoMP, the TDD mode is based on the channel reciprocity feature, and obtains the CSI of the downlink channel through uplink pilot estimation, thereby avoiding the large-scale quantization feedback overhead and errors of the Frequency Division Duplex (FDD) mode. Therefore, the TDD mode is considered to be an important development direction of CoMP.
在实际的应用中,上下行等效信道除了包含孔中的传输信道外,还包括发射端与接收端的基带和射频部分。因此,TDD模式的上下行等效信道通常为非理想互易,从而使预编码的性能大幅度降低。In practical applications, the uplink and downlink equivalent channels include not only the transmission channel in the hole, but also the baseband and radio frequency parts of the transmitting end and the receiving end. Therefore, the uplink and downlink equivalent channels in the TDD mode are usually non-ideal reciprocity, which greatly reduces the performance of precoding.
发明内容Contents of the invention
本发明的目的是针对同步时偏引起的信道非理想互易性误差提供一种协作多点传输预编码方法。The purpose of the present invention is to provide a cooperative multi-point transmission precoding method for channel non-ideal reciprocity error caused by synchronization time offset.
为了方便描述,首先对符号进行解释:For the convenience of description, first explain the symbols:
(·)H与(·)-1分别表示共轭转置及矩阵逆,|·|与||·||分别表示取复数模和取向量的2-范数,为克罗内克积(Kronecker product),diag{·}为对角矩阵,E{·}表示取期望值,Ix表示秩为x的单位矩阵。(·) H and (·) -1 represent conjugate transposition and matrix inverse respectively, || is the Kronecker product, diag{·} is a diagonal matrix, E{·} represents the expected value, and I x represents the identity matrix with rank x.
本发明采用OFDM的TDD模式下的CoMP系统,系统中有B个协作基站,个基站局装配nt根天线,系统中有M个用户,各用户均装配单根天线。系统采用OFDM将信道在频域上划分为N个子信道,即N个子载波。在第k个子信道,协作基站到用户m的等效上下行信道可以表示为:The present invention adopts the CoMP system under the TDD mode of OFDM. There are B cooperative base stations in the system, each base station office is equipped with n t antennas, and there are M users in the system, and each user is equipped with a single antenna. The system uses OFDM to divide the channel into N sub-channels in the frequency domain, that is, N sub-carriers. The k-th sub-channel, the equivalent uplink and downlink channel from the cooperative base station to user m can be expressed as:
其中,hmb_UL(k)表示协作基站b与用户m之间的等效上行信道,表示协作基站b与用户m之间的等效下行信道,Hm_UL表示用户m到所有基站的上行信道矩阵,Hn_UL表示用户n到所有基站的上行信道矩阵。将发射总功率p平均分配给各用户,则用户m在第k个字信道的接收信号可表示为
OFDM的快速傅里叶变换(Fast Fourier Transformation,FFT)窗口起点位于无符号间干扰的循环前缀(Cyclic Prefix,CP)内,即定时同步误差d满足L-NCP≤d≤0,其中,L表示最大多径时延,NCP表示CP长度。所述定时同步误差d造成相位旋转exp(-j2πkd/N)。The starting point of the Fast Fourier Transformation (FFT) window of OFDM is located within the cyclic prefix (Cyclic Prefix, CP) without intersymbol interference, that is, the timing synchronization error d satisfies LN CP ≤d≤0, where L represents the maximum Multipath delay, N CP indicates CP length. The timing synchronization error d causes a phase rotation exp(-j2πkd/N).
在第k个子信道,协作基站b到用户m的上下行等效信道可以表示为
定义φmb=-2πkΔdmb/N为协作基站b与用户m之间上下行等效信道的定时同步互异性误差,其中,Δdmb=(dmb.DL-dmb.UL)。协作基站和用户m之间的下行等效信道可以表示为上行信道与定时同步互易性误差的乘积,即Hm_DL=Hm_ULΦm,其中,表示用户m与所有基站的实际信道互易误差矩阵。Define φ mb =-2πkΔd mb /N as the timing synchronization heterogeneity error of the uplink and downlink equivalent channels between the cooperative base station b and user m, where Δd mb =(d mb.DL -d mb.UL ). The downlink equivalent channel between the cooperative base station and user m can be expressed as the product of the uplink channel and the timing synchronization reciprocity error, that is, H m_DL = H m_UL Φ m , where, Indicates the actual channel reciprocal error matrix between user m and all base stations.
对于多点对多点的CoMP系统,定时同步互易性误差会造成传统预编码性能大幅度降低。针对定时同步互易性误差特性,本专利提出了协作多点传输预编码方法,基于两类不同的CoMP系统应用场景,所述协作多点传输预编码方法可以分为基于估计补偿的预编码方法和基于误差分布的预编码方法。For a multipoint-to-multipoint CoMP system, the timing synchronization reciprocity error will cause the traditional precoding performance to be greatly degraded. Aiming at timing synchronization reciprocity error characteristics, this patent proposes a cooperative multi-point transmission precoding method. Based on two different CoMP system application scenarios, the cooperative multi-point transmission precoding method can be divided into precoding methods based on estimation compensation and error distribution based precoding methods.
本发明的目的通过如下步骤实现:The object of the present invention is achieved through the following steps:
S1、根据发送与接收天线之间的信道条件,选取用户m的天线p和基站b的天线q作为参考天线对;S1. According to the channel conditions between the transmitting and receiving antennas, select the antenna p of the user m and the antenna q of the base station b as a reference antenna pair;
S2、选取n个子载波作为参考子载波,其中,1≤n≤N;S2. Select n subcarriers as reference subcarriers, where 1≤n≤N;
S3、对于子信道k,通过上行导频估计上行信道通过用户量化反馈获得下行信道其中,表示第k个子载波上用户m的天线p与基站b的天线q之间的上行信道,表示第k个子载波上用户m的天线p与基站b的天线q之间的下行信道;S3. For subchannel k, estimate the uplink channel through the uplink pilot Obtain downlink channel through user quantization feedback in, Indicates the uplink channel between antenna p of user m and antenna q of base station b on the kth subcarrier, Indicates the downlink channel between antenna p of user m and antenna q of base station b on the kth subcarrier;
S4、利用定时同步互易性误差在各参考子信道上的线性关系,通过最小二乘(Least Squares,LS)从n个上下行参考子信道中获得子信道k用户m与基站b之间的定时同步互易性误差估计,具体如下:S4. Using the linear relationship of the timing synchronization reciprocity error on each reference subchannel, obtain the distance between subchannel k user m and base station b from n uplink and downlink reference subchannels by least squares (Least Squares, LS) Timing Synchronization Reciprocity Error Estimated as follows:
S41、假定用户m的天线与基站b的天线之间的信道为其中,1≤a≤m;S41. Assume that the channel between the antenna of user m and the antenna of base station b is Among them, 1≤a≤m;
S42、当时,选择基站b的天线p作为校准天线,S31所述为校准信道,其中,1≤p≤n,q≠p;S42. When , select the antenna p of the base station b as the calibration antenna, as described in S31 is the calibration channel, where, 1≤p≤n, q≠p;
S43、对于标准载波Qk,基站通过基于上行导频的最小均方差估计估计获得用户m与基站b的天线p之间的下行等效信道,并通过RVQ反馈给基站b,获得n个校准载波的上下行等效信道:
S44、取出S43所述中对角元素的相位则Dmb=diag(Φmb(a1)...Φmb(am))·diag(-2πa1/N...-2πam/N)-1;S44, take out the described in S43 The phase of the mid-diagonal elements Then D mb = diag(Φ mb (a 1 )...Φ mb (a m ))·diag(-2πa 1 /N...-2πa m /N) -1 ;
S45、根据S44所述可以得到对于子载波k,用户m与基站b的同步互易性估计可以得到 S45, can be obtained according to S44 For subcarrier k, the synchronization reciprocity estimation between user m and base station b can be obtained
S46、得到子载波k,用户m与其他基站的定时同步互易性误差估计其中,表示表示用户m和所有基站的信道互易误差估计矩阵,表示秩为nt的单位矩阵,nt表示各基站天线数,为克罗内克积;S46. Obtain subcarrier k, timing synchronization reciprocity error estimation between user m and other base stations in, Denotes the channel reciprocity error estimation matrix representing user m and all base stations, represents the identity matrix with rank n t , and n t represents the number of antennas of each base station, is the Kronecker product;
S5、在预编码向量处对定时同步互易性误差进行补偿,子信道k用户m的预编码向量可表示为
S6、当在CoMP系统中定时同步互易性误差φmb在时域变化迅速,难以估计和追踪,则采用基于误差分布的预编码算法,具体如下:用户m的第k个子信道预编码向量可表示为:vm~max.eigenvector(E{Mm}-1E{Qm}),S6. When the timing synchronization reciprocity error φ mb in the CoMP system changes rapidly in the time domain and is difficult to estimate and track, a precoding algorithm based on the error distribution is used, specifically as follows: the kth subchannel precoding vector of user m can be Expressed as: v m ~max.eigenvector(E{M m } -1 E{Q m }),
wm=vm/||vm||w m =v m /||v m ||
其中,
进一步地,S1所述参考天线对的选取标准为天线对间的信道条件好于其他天线对,即其中,sm表示用户m发送的导频信号,表示用户m的天线p与基站b的天线q之间的空中信道,表示用户m的天线p到基站b的天线q的接收噪声,表示用用户m的天线j与基站b的天线l之间的空中信道,表示用户m的天线j到基站b的天线l的接收噪声。Further, the selection criterion of the reference antenna pair in S1 is that the channel condition between the antenna pair is better than that of other antenna pairs, that is, Among them, s m represents the pilot signal sent by user m, Denotes the air channel between antenna p of user m and antenna q of base station b, Indicates the receiving noise from antenna p of user m to antenna q of base station b, Denotes the air channel between antenna j of user m and antenna l of base station b, Indicates the received noise from antenna j of user m to antenna l of base station b.
进一步地,S3所述导频估计采用最小均方误差(Minimum Mean Square Error,MMSE)估计,所述量化反馈采用随机向量量化(Random Vector Quantization,RVQ)。Further, the pilot estimation in S3 adopts minimum mean square error (Minimum Mean Square Error, MMSE) estimation, and the quantization feedback adopts random vector quantization (Random Vector Quantization, RVQ).
本发明的有益效果是:The beneficial effects of the present invention are:
通过系统容量的积累分布函数曲线,可以发现传统的SLNR对定时同步互易性误差十分敏感,受其影响系统容量大幅降低,而本专利提出的预编码算法减缓了该误差造成的性能损失,提升了预编码性能。Through the cumulative distribution function curve of the system capacity, it can be found that the traditional SLNR is very sensitive to the timing synchronization reciprocity error, and the system capacity is greatly reduced by it, while the precoding algorithm proposed in this patent slows down the performance loss caused by the error and improves precoding performance.
附图说明Description of drawings
图1为TDD模式协作多点传输系统,为本发明的实际应用场景。图1中还包括了基站b与用户m的等效上下行信道结构。FIG. 1 is a CoMP transmission system in TDD mode, which is an actual application scenario of the present invention. Figure 1 also includes the equivalent uplink and downlink channel structures of base station b and user m.
图2为在理想信道互易条件下和定时同步互易性误差条件下用户平均可达速率的仿真结果和其理论下界。Figure 2 shows the simulation results and theoretical lower bounds of the user's average achievable rate under ideal channel reciprocity conditions and timing synchronization reciprocity error conditions.
图3为采用本专利预编码算法的多基站协作下行传输结构框图。Fig. 3 is a structural block diagram of multi-base station cooperative downlink transmission using the patented precoding algorithm.
图4为2基站2用户的协作多点传输系统场景,传统的SLNR预编码算法与本专利提出的预编码的性能比较。Fig. 4 is a scenario of a CoMP transmission system with 2 base stations and 2 users, and the performance comparison between the traditional SLNR precoding algorithm and the precoding proposed in this patent.
图5为3基站3用户的协作多点传输系统场景,传统的SLNR预编码算法与本专利提出的预编码的性能比较。Fig. 5 is a scenario of a CoMP transmission system with 3 base stations and 3 users, and the performance comparison between the traditional SLNR precoding algorithm and the precoding proposed in this patent.
具体实施方式Detailed ways
下面结合附图和实例对本发明作进一步说明,本发明的实施方式包括但不限于下列实例。The present invention will be further described below in conjunction with the accompanying drawings and examples, and the embodiments of the present invention include but are not limited to the following examples.
本发明所述TDD模式的协作多点传输系统,其特征为采用OFDM以抵抗多径衰落,OFDM符号循环前缀长度大于最大多径时延,OFDM的FFT起点位于无符号间干扰的循环前缀内,即定时同步误差残余抽样d=「τ/Ts」,满足「L/Ts」-NCP≤d≤0,该定时同步残余d仅造成相位旋转exp(-j2πkd/N),其中,τ表示实际定时同步误差残余,d表示定时同步误差残余抽样,Ts表示抽样周期,L表示最大多径时延,NCP表示循环前缀长度,k表示第k个子载波,N总子载波数。The coordinated multipoint transmission system of the TDD mode of the present invention is characterized in that OFDM is used to resist multipath fading, the OFDM symbol cyclic prefix length is greater than the maximum multipath delay, and the FFT starting point of OFDM is located in the cyclic prefix without intersymbol interference. That is, the timing synchronization error residual sampling d = "τ/T s ", satisfying "L/T s "-N CP ≤d≤0, the timing synchronization residual d only causes phase rotation exp(-j2πkd/N), where, τ Represents the actual timing synchronization error residual, d represents the timing synchronization error residual sampling, T s represents the sampling period, L represents the maximum multipath delay, N CP represents the cyclic prefix length, k represents the kth subcarrier, N total number of subcarriers.
如图1所示,令协作基站个数B=2,用户数M=2,协作基站天线数nt=2,用户为单天线。OFDM的子载波数为N=1024,循环前缀长度为Ncp=144,最大路径时延为L=(Ncp/2)。As shown in FIG. 1 , let the number of coordinated base stations B=2, the number of users M=2, the number of antennas of the coordinated base station n t =2, and the number of users is a single antenna. The number of subcarriers of OFDM is N=1024, the length of the cyclic prefix is N cp =144, and the maximum path delay is L=(N cp /2).
用户到协作基站的上行信道,通过对用户发送的探测参考信号(Sounding ReferenceSignal,SRS)中的块状导频进行MMSE估计获得。协作基站到用户的下行信道,假设用户能获得理想下行信道,同时通过随机向量量化(Random Vector Quantization,RVQ)对下行信道进行量化反馈。以协作基站1,、2到用户1的下行信道为例,量化码本C由2T个4维复单位向量构成其中T为量化反馈比特数,T越大量化反馈误差越小,通常令T=8。量化反馈向量的选择基于The uplink channel from the user to the coordinated base station is obtained by performing MMSE estimation on the block pilot in the Sounding Reference Signal (SRS) sent by the user. For the downlink channel from the cooperative base station to the user, it is assumed that the user can obtain an ideal downlink channel, and the downlink channel is quantized and fed back through random vector quantization (Random Vector Quantization, RVQ). The downlink channel from cooperative base stations 1, 2 to user 1 As an example, the quantized codebook C consists of 2 T 4-dimensional complex unit vectors Where T is the number of quantization feedback bits, the larger T is, the smaller the quantization feedback error is, and T=8 is usually set. The selection of the quantization feedback vector is based on
协作基站在获取上下行信道后,就可计算出信道互易性误差相位在时域的变化情况。如图4所示,若其误差在时域近似恒定,则采用基于估计补偿的预编码算法,若其误差在时域实时变化,则采用基于误差分布的预编码算法。After the cooperative base station acquires the uplink and downlink channels, it can calculate the variation of the channel reciprocity error phase in the time domain. As shown in Figure 4, if the error is approximately constant in the time domain, the precoding algorithm based on estimation compensation is used, and if the error changes in real time in the time domain, the precoding algorithm based on error distribution is used.
对于基于估计补偿的预编码算法,选取协作基站的第一根天线为参考天线,选取n个子信道作为参考信道,通过最小二乘估计(Least quare,LS)在频域由参考子信道的互易性误差估计其它子信道的互易性误差。若参考子信道数n=2,则用户1与基站1之间第k个子载波的定时同步互易性误差可表示为For the precoding algorithm based on estimation compensation, the first antenna of the cooperative base station is selected as the reference antenna, n subchannels are selected as the reference channel, and the reciprocity The reciprocity error estimates the reciprocity error of other subchannels. If the number of reference subchannels n=2, the timing synchronization reciprocity error of the kth subcarrier between user 1 and base station 1 can be expressed as
用户1在子信道k的预编码向量可表示为The precoding vector of user 1 in subchannel k can be expressed as
其中,
对于基于误差分布的预编码算法,假设协作基站b与用户m之间的上下行等效信道的定时同步误差服从均匀分布U(-Zmb,0),其中Zmb=NCP-Lmb。通过推导,基站b与用户m间的定时同步互易性误差相位φmb的概率密度函数可表示为:For the precoding algorithm based on error distribution, it is assumed that the timing synchronization error of the uplink and downlink equivalent channels between the coordinated base station b and user m Obey the uniform distribution U(-Z mb ,0), where Z mb =N CP -L mb . By derivation, the probability density function of the timing synchronization reciprocity error phase φ mb between base station b and user m can be expressed as:
根据该误差分布,用户1的第k个子信道预编码向量可表示为:According to the error distribution, the kth subchannel precoding vector of user 1 can be expressed as:
其中,
令Z11=Z12=Z,则Let Z 11 =Z 12 =Z, then
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| CN111147222A (en) * | 2019-12-23 | 2020-05-12 | 中国人民解放军战略支援部队信息工程大学 | Reciprocal random source extraction method and device for time division duplex system |
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| CN107592143A (en) * | 2017-08-02 | 2018-01-16 | 东南大学 | The broadband precoding and disturbance restraining method of user's delay inequality are considered in a kind of two users' distributed collaborative Transmission system |
| CN107592143B (en) * | 2017-08-02 | 2020-05-19 | 东南大学 | A Wideband Precoding and Interference Suppression Method Considering User Delay Differences in a Two-User Distributed Cooperative Transmission System |
| CN111147222A (en) * | 2019-12-23 | 2020-05-12 | 中国人民解放军战略支援部队信息工程大学 | Reciprocal random source extraction method and device for time division duplex system |
| CN111147222B (en) * | 2019-12-23 | 2022-07-12 | 中国人民解放军战略支援部队信息工程大学 | Reciprocal random source extraction method and device for time division duplex system |
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