CN104506225A - Beamforming matrix based data joint transmission method and system - Google Patents
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- H04B7/0615—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission of weighted versions of same signal
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Abstract
本发明提供一种基于波束赋型矩阵的数据联合传输方法及系统,该方法包括:UE获取BS的等效信道信息,计算自身波束赋型矩阵Uj并反馈给所有BS;每一BS计算自身波束赋型矩阵Vi并发送给其他BS;判断每一BS的Vi更新次数是否大于预设X,若否,则返回每一BS计算Vi的步骤,若是,则每一BS根据Vi更新自身波束赋型权重θij并告知其他BS;判断每一BS的θij更新次数是否大于预设Y,若否,则返回UE计算Uj的步骤,若是,则每一BS根据Vi向数据中心请求数据分发,并将通过回程链路接收的数据中心发送的数据联合传输给各UE。上述方法能保持较低均方误差和,显著降低回程链路开销,节约从数据中心到发送侧的回程链路资源,且计算复杂度较低。
The present invention provides a data joint transmission method and system based on a beamforming matrix. The method includes: the UE obtains the equivalent channel information of a BS, calculates its own beamforming matrix U j and feeds it back to all BSs; each BS calculates its own The beamforming matrix V i is sent to other BSs; it is judged whether the update times of V i of each BS is greater than the preset X, if not, return to the step of calculating V i for each BS, and if so, each BS calculates V i according to V i Update its own beamforming weight θ ij and inform other BSs; judge whether the update times of θ ij of each BS is greater than the preset Y, if not, return to the step of UE calculating U j , if so, each BS according to V i direction The data center requests data distribution, and jointly transmits the data sent by the data center received through the backhaul link to each UE. The above method can keep the sum of mean square errors low, significantly reduce backhaul link overhead, save backhaul link resources from the data center to the sending side, and have low computational complexity.
Description
技术领域technical field
本发明涉及无线通信技术领域,尤其涉及一种基于波束赋型矩阵的数据联合传输方法及系统。The present invention relates to the technical field of wireless communication, in particular to a data joint transmission method and system based on a beamforming matrix.
背景技术Background technique
随着用户对移动数据业务的需求持续增长,基站的负载及覆盖压力也不断增大,运营商考虑采用密集部署小区的方案用以应对这一问题。然而,密集部署的网络可能会引发严重的同频小区间干扰问题,引入小区间的协作技术,能够进一步抑制并利用小区间干扰,改善系统性能。As users' demand for mobile data services continues to grow, the load and coverage pressure on base stations is also increasing. Operators are considering dense deployment of cells to deal with this problem. However, a densely deployed network may cause serious inter-cell interference on the same frequency. The introduction of inter-cell cooperation technology can further suppress and utilize inter-cell interference and improve system performance.
协作多点传输(Coordinated Multi-Point,简称CoMP)技术通过引入小区间的协作,能够缓解小区边缘用户的干扰问题。现有技术中中提供了两种CoMP技术的实现方案:一种是协作波束赋型(Coordinated Beamforming,简称CBF)技术,另一种是联合处理(Joint Processing,简称JP)技术。其中,联合处理技术通过实现用户数据在各协作节点间的共享,能够为各协作节点对用户进行联合传输(Joint Transmission,简称JT)。为节约时频资源,可以采用协作节点同时为一组用户进行传输的多用户JT(Multi-user JT,简称MU-JT)技术。Coordinated Multi-Point (CoMP for short) technology can alleviate the interference problem of cell edge users by introducing cooperation among cells. Two implementation schemes of CoMP technology are provided in the prior art: one is Coordinated Beamforming (CBF for short) technology, and the other is Joint Processing (JP for short) technology. Among them, the joint processing technology can perform joint transmission (Joint Transmission, JT for short) for each cooperative node to the user by realizing the sharing of user data among the cooperative nodes. In order to save time-frequency resources, a multi-user JT (Multi-user JT, MU-JT for short) technology in which the coordinating nodes simultaneously transmit for a group of users can be used.
在多入多出(Multiple-Input-Multiple-Output,简称MIMO)系统中,波束赋型技术(Beamforming)通过对信号在发送端或接收端进行处理,能够达到降低用户间干扰、提高接收端信号干扰噪声比(Signal to interference and noise ratio,简称SINR)的目的。In a Multiple-Input-Multiple-Output (MIMO) system, beamforming technology (Beamforming) can reduce the interference between users and improve the signal at the receiving end by processing the signal at the sending end or receiving end. The purpose of Signal to interference and noise ratio (SINR for short).
回程链路(Backhaul)是用于连接协作基站以及协作基站到上一层中心控制节点或数据中心的链路统称。在JT系统中,由于所有节点需要共享用户数据,这对回程链路的容量提出了较高要求。在有限容量的回程链路中,协作基站可能采用一种非对称的传输方式,即协作基站并不会对所有用户都进行联合传输,而是只对一部分用户进行传输,以节约从数据中心到协作基站的回程链路的开销和资源。A backhaul link (Backhaul) is a general term for a link used to connect a cooperative base station and a cooperative base station to an upper-layer central control node or a data center. In the JT system, since all nodes need to share user data, this puts forward higher requirements on the capacity of the backhaul link. In the limited-capacity backhaul link, the cooperative base station may adopt an asymmetric transmission method, that is, the cooperative base station does not perform joint transmission for all users, but only transmits for some users, so as to save data from the data center. The overhead and resources of the backhaul link of the cooperating base stations.
在现有的波束赋型设计方法中,大多数均考虑理想的回程链路容量,并在此基础之上以最小化基站发射功率、最大化带权速率和等目标进行波束赋型设计,另一部分则考虑有限容量回程链路的波束赋型设计方法,该方法仅考虑以最小化发射功率为目标。在现有的波束赋型设计方法中,系统的速率和与均方误差和具有一定联系。在针对系统均方误差和最小化的目标中,尚缺乏对于有限回程链路容量下的波束赋型设计方案。In the existing beamforming design methods, most of them consider the ideal backhaul link capacity, and on this basis, the beamforming design is carried out with the objectives of minimizing the base station transmit power, maximizing the weighted rate, and so on. A part considers the beamforming design method of limited-capacity backhaul links, which only considers the goal of minimizing the transmit power. In the existing beamforming design method, the rate sum of the system has a certain relationship with the mean square error sum. In the goal of minimizing the system mean square error, there is still a lack of beamforming design schemes for limited backhaul link capacity.
鉴于此,如何设计能够在保持较低的均方误差和的同时,显著降低回程链路开销,节约从数据中心到发送端的回程链路资源,且具有较低的计算复杂度的波束赋型矩阵,并基于该波束赋型矩阵进行联合数据传输,且成为当前需要解决的技术问题。In view of this, how to design a beamforming matrix that can significantly reduce the backhaul link overhead while maintaining a low mean square error sum, save backhaul link resources from the data center to the sender, and have low computational complexity , and perform joint data transmission based on the beamforming matrix, which has become a technical problem to be solved at present.
发明内容Contents of the invention
针对现有技术中的缺陷,本发明提供一种基于波束赋型矩阵的数据联合传输方法及系统,能够保持较低均方误差和,显著降低回程链路开销,节约从数据中心到发送侧(即各协作基站BS)的回程链路资源,且计算复杂度较低Aiming at the defects in the prior art, the present invention provides a data joint transmission method and system based on a beamforming matrix, which can maintain a low mean square error sum, significantly reduce backhaul link overhead, and save ( That is, the backhaul link resources of each cooperative base station BS), and the calculation complexity is low
第一方面,本发明提供一种基于波束赋型矩阵的数据联合传输方法,包括:In the first aspect, the present invention provides a data joint transmission method based on a beamforming matrix, including:
用户设备UE获取来自各协作基站BS的等效信道信息,计算自身接收的波束赋型矩阵,并将所述波束赋型矩阵反馈给所有BS;The user equipment UE obtains the equivalent channel information from each coordinated base station BS, calculates the beamforming matrix received by itself, and feeds back the beamforming matrix to all BSs;
每一BS根据其他BS的波束赋型矩阵、其他BS到UE的信道信息、UE所反馈的所述UE的波束赋型矩阵和每一BS自身的波束赋型权重矩阵,计算自身的波束赋型矩阵,并将该波束赋型矩阵发送给其他BS;Each BS calculates its own beamforming based on the beamforming matrix of other BSs, the channel information from other BSs to the UE, the beamforming matrix of the UE fed back by the UE, and the beamforming weight matrix of each BS itself matrix, and send the beamforming matrix to other BSs;
判断每一BS自身的波束赋型矩阵的更新次数是否大于预设X;Judging whether the number of updates of the beamforming matrix of each BS is greater than a preset X;
若每一BS自身的波束赋型矩阵的更新次数小于等于X,则返回所述每一BS根据其他BS的波束赋型矩阵、其他BS到UE的信道信息、UE所反馈的所述UE的波束赋型矩阵和每一BS自身的波束赋型权重矩阵,计算自身的波束赋型矩阵的步骤;If the number of updates of the beamforming matrix of each BS is less than or equal to X, return the beamforming matrix of each BS based on the beamforming matrix of other BSs, the channel information from other BSs to the UE, and the beamforming information of the UE fed back by the UE. a forming matrix and a beamforming weight matrix of each BS itself, and a step of calculating its own beamforming matrix;
若每一BS自身的波束赋型矩阵的更新次数大于X,则每一BS根据计算后的自身的波束赋型矩阵,更新自身的波束赋型权重,并告知其他BS;If the update times of the beamforming matrix of each BS is greater than X, each BS updates its own beamforming weight according to the calculated beamforming matrix of itself, and informs other BSs;
判断每一BS自身的波束赋型权重的更新次数是否大于预设Y;judging whether the number of updates of the beamforming weights of each BS itself is greater than a preset Y;
若每一BS自身的波束赋型权重的更新次数小于等于Y,则返回所述用户设备UE获取来自各协作基站BS的等效信道信息,计算自身接收的波束赋型矩阵的步骤;If the number of updates of the beamforming weights of each BS is less than or equal to Y, return to the step of the user equipment UE obtaining the equivalent channel information from each coordinated base station BS, and calculating the beamforming matrix received by itself;
若每一BS自身的波束赋型权重的更新次数大于Y,则每一BS根据计算后的自身的波束赋型矩阵向数据中心请求数据分发,并将通过回程链路所接收的数据中心发送的数据联合传输给各UE。If the number of updates of the beamforming weights of each BS is greater than Y, each BS requests data distribution from the data center according to its own beamforming matrix after calculation, and transmits the data received by the data center through the backhaul link Data is jointly transmitted to each UE.
可选地,所述等效信道信息包括:Optionally, the equivalent channel information includes:
每一BS到UE的信道Hij矩阵与每一BS给相应UE进行波束赋型的波束赋型矩阵Vij的乘积;及The product of the channel H ij matrix from each BS to the UE and the beamforming matrix V ij that each BS performs beamforming to the corresponding UE; and
UE计算得到的自身接收的波束赋型矩阵Uj为:The received beamforming matrix U j calculated by the UE is:
其中,Vi=[Vi1,Vi2,…,ViK]为BSi对所有UE的发送波束赋型矩阵,Bj为UEj的数据选择矩阵,j∈{1,2,…,K},满足以及l≠j;Vs为除BSi外的其他BS的波束赋型矩阵,Hsj为除BSi外的其他BS到UE的信道矩阵,s≠i,为UEj信道上的高斯白噪声方差。Among them, V i =[V i1 ,V i2 ,...,V iK ] is the transmit beamforming matrix of BSi for all UEs, B j is the data selection matrix of UEj, j∈{1, 2,..., K}, satisfy as well as l≠j; V s is the beamforming matrix of other BSs except BSi, H sj is the channel matrix from other BSs to UE except BSi, s≠i, is the variance of Gaussian white noise on UEj channel.
可选地,所述回程链路的开销为所有BS对UE的发送波束赋型矩阵的零范数之和,具体为:Optionally, the overhead of the backhaul link is the sum of the zero norms of the transmit beamforming matrices of all BSs to the UE, specifically:
可选地,每一BS根据其他BS的波束赋型矩阵、其他BS到UE的信道信息、UE所反馈的所述UE的波束赋型矩阵和每一BS自身的波束赋型权重矩阵,计算得到的自身的波束赋型矩阵Vi为:Optionally, each BS is calculated according to the beamforming matrix of other BSs, the channel information from other BSs to the UE, the beamforming matrix of the UE fed back by the UE, and the beamforming weight matrix of each BS itself. The beamforming matrix V i of its own is:
Vi=PiYi;V i =P i Y i ;
其中,Pi为正交矩阵,Pi是通过第一公式计算得到的,Among them, P i is an orthogonal matrix, and P i is calculated by the first formula,
所述第一公式为:The first formula is:
是通过对矩阵进行Hessenberg分解得到的,为Hessenberg矩阵; is through the pair matrix Obtained by Hessenberg decomposition, is the Hessenberg matrix;
矩阵Yi的每一列是按照第二公式进行计算得到的,Each column of matrix Y i It is calculated according to the second formula,
所述第二公式为:The second formula is:
为每一BS自身的波束赋型权重矩阵Θi对角线上的第n个元素,为矩阵Fi的第l个列向量,矩阵矩阵
所述第三公式为:The third formula is:
分子[Qi,n]m,m表示取矩阵对角线上元素,为矩阵Ξi,n对角线上元素,n和m分别为每一数据流和发射天线。The molecule [Q i,n ] m,m means to take the elements on the diagonal of the matrix, are the elements on the diagonal of matrix Ξ i,n , where n and m are each data stream and transmit antenna, respectively.
可选地,所述若每一BS自身的波束赋型矩阵的更新次数大于X,则每一BS根据计算后的自身的波束赋型矩阵,更新自身的波束赋型权重,并告知其他BS,包括:Optionally, if the update times of each BS's own beamforming matrix is greater than X, each BS updates its own beamforming weight according to the calculated own beamforming matrix, and notifies other BSs, include:
若每一BS自身的波束赋型矩阵的更新次数大于X,则每一BS根据计算后的自身的波束赋型矩阵,按照第四公式更新自身的波束赋型权重θij,并告知其他BS;If the number of updates of the beamforming matrix of each BS is greater than X, each BS updates its own beamforming weight θ ij according to the fourth formula according to the calculated beamforming matrix of itself, and informs other BSs;
其中,所述第四公式为:Wherein, the fourth formula is:
ε为以近似于0的正数。ε is a positive number close to 0.
可选地,所述若每一BS自身的波束赋型权重的更新次数大于Y,则每一BS根据计算后的自身的波束赋型矩阵向数据中心请求数据分发,包括:Optionally, if the number of updates of the beamforming weights of each BS is greater than Y, each BS requests data distribution from the data center according to the calculated beamforming matrix of itself, including:
若每一BS自身的波束赋型权重的更新次数大于Y,则每一BS站根据计算后的自身的波束赋型矩阵,若BS给某个UE进行波束赋型的矩阵的Frobenius范数满足不趋近于零的条件,则该BS向数据中心请求通过回程链路对相应UE的数据进行分发,否则,则不发送该请求。If the number of updates of the beamforming weights of each BS is greater than Y, each BS station according to the calculated beamforming matrix of its own, if the Frobenius norm of the beamforming matrix for a certain UE by the BS satisfies is close to zero, the BS requests the data center to distribute the data of the corresponding UE through the backhaul link; otherwise, the request is not sent.
可选地,所述将所述波束赋型矩阵反馈给所有BS,包括:Optionally, the feeding back the beamforming matrix to all BSs includes:
通过附加信道将所述波束赋型矩阵反馈给所有BS。The beamforming matrix is fed back to all BSs through additional channels.
可选地,所述预设X为:内层循环终止计数器预设X;及Optionally, the preset X is: the inner loop termination counter preset X; and
所述预设Y为:外层循环终止计数器预设Y。The preset Y is: the preset Y of the outer loop termination counter.
可选地,每一BS是通过BS间协作接口对各自的波束赋型矩阵、信道矩阵进行交互的。Optionally, each BS interacts with its own beamforming matrix and channel matrix through an inter-BS cooperation interface.
第二方面,本发明提供一种基于波束赋型矩阵的数据联合传输系统,包括:位于接收端的多个用户设备UE、位于发送端的多个协作基站BS和数据中心;In a second aspect, the present invention provides a beamforming matrix-based joint data transmission system, including: multiple user equipment UEs at the receiving end, multiple cooperative base stations BS at the sending end, and a data center;
每一用户设备UE包括:第一计算模块,用于获取来自各协作基站BS的等效信道信息,计算自身接收的波束赋型矩阵,并将所述波束赋型矩阵反馈给所有BS;Each user equipment UE includes: a first calculation module, configured to obtain equivalent channel information from each coordinated base station BS, calculate a beamforming matrix received by itself, and feed back the beamforming matrix to all BSs;
每一协作基站BS包括:Each cooperative base station BS includes:
第二计算模块,用于每一BS根据其他BS的波束赋型矩阵、其他BS到UE的信道信息、UE所反馈的所述UE的波束赋型矩阵和每一BS自身的波束赋型权重矩阵,计算自身的波束赋型矩阵,并将该波束赋型矩阵发送给其他BS;The second calculation module is used for each BS according to the beamforming matrix of other BSs, the channel information from other BSs to the UE, the beamforming matrix of the UE fed back by the UE, and the beamforming weight matrix of each BS itself , calculate its own beamforming matrix, and send the beamforming matrix to other BSs;
第一判断模块,用于判断每一BS自身的波束赋型矩阵的更新次数是否大于预设X,若每一BS自身的波束赋型矩阵的更新次数小于等于X,则返回第二计算模块;The first judging module is used to judge whether the number of updates of the beamforming matrix of each BS is greater than preset X, and if the number of updates of the beamforming matrix of each BS is less than or equal to X, return to the second calculation module;
更新模块,用于若每一BS自身的波束赋型矩阵的更新次数大于X,则每一BS根据计算后的自身的波束赋型矩阵,更新自身的波束赋型权重,并告知其他BS;An updating module, configured to update the beamforming weight of each BS according to the calculated beamforming matrix of itself if the number of updates of the beamforming matrix of each BS is greater than X, and notify other BSs;
第二判断模块,用于判断每一BS自身的波束赋型权重的更新次数是否大于预设Y,若每一BS自身的波束赋型权重的更新次数小于等于Y,则返回所述UE的第一计算模块;The second judging module is used to judge whether the number of updates of the beamforming weight of each BS is greater than the preset Y, and if the number of updates of the beamforming weight of each BS is less than or equal to Y, return the UE's first a computing module;
数据联合传输模块,用于若每一BS自身的波束赋型权重的更新次数大于Y,则每一BS根据计算后的自身的波束赋型矩阵向数据中心请求数据分发,并将通过回程链路所接收的数据中心发送的数据联合传输给各UE。The data joint transmission module is used to request data distribution from the data center according to the calculated beamforming matrix of each BS if the number of updates of the beamforming weight of each BS is greater than Y, and will pass the backhaul link The received data sent by the data center is jointly transmitted to each UE.
由上述技术方案可知,本发明的基于波束赋型矩阵的数据联合传输方法及系统,能够在保持较低的均方误差和的同时,显著降低回程链路开销,节约从数据中心到发送侧的回程链路资源,且具有较低的计算复杂度。It can be seen from the above technical solution that the joint data transmission method and system based on the beamforming matrix of the present invention can significantly reduce the cost of the backhaul link while maintaining a low sum of mean square errors, and save the cost from the data center to the sending side. Backhaul link resources, and has a low computational complexity.
附图说明Description of drawings
图1为本发明一实施例提供的基于波束赋型矩阵的数据联合传输方法的流程示意图;FIG. 1 is a schematic flowchart of a data joint transmission method based on a beamforming matrix provided by an embodiment of the present invention;
图2为本发明一实施例提供的基于波束赋型矩阵的数据联合传输系统的结构示意图;FIG. 2 is a schematic structural diagram of a data joint transmission system based on a beamforming matrix provided by an embodiment of the present invention;
图3为本发明一实施例提供的具有3个协同基站的基于波束赋型矩阵的数据联合传输系统的通信模型示意图;FIG. 3 is a schematic diagram of a communication model of a data joint transmission system based on a beamforming matrix with three coordinated base stations provided by an embodiment of the present invention;
图4为图2所示基于波束赋型矩阵的数据联合传输系统中位于发送端的每一BS的结构示意图;FIG. 4 is a schematic structural diagram of each BS at the sending end in the joint data transmission system based on the beamforming matrix shown in FIG. 2;
图5为图2所示基于波束赋型矩阵的数据联合传输系统中位于接收端的每一UE的结构示意图;FIG. 5 is a schematic structural diagram of each UE located at the receiving end in the joint data transmission system based on the beamforming matrix shown in FIG. 2;
图6为本发明实施例提供的技术方案随着用户数目增长,回程链路开销的仿真结果示意图;Fig. 6 is a schematic diagram of the simulation results of the backhaul link overhead as the number of users increases according to the technical solution provided by the embodiment of the present invention;
图7为本发明实施例提供的技术方案随着用户数目增长,所有UE均方误差和的仿真结果示意图;FIG. 7 is a schematic diagram of simulation results of the sum of mean square errors of all UEs as the number of users increases according to the technical solution provided by the embodiment of the present invention;
图8为本发明实施例提供的技术方案随着发射端功率与白噪声比值SNR增大,不同发射接收天线数目下所有UE均方误差和的仿真结果示意图。Fig. 8 is a schematic diagram of the simulation results of the sum of mean square errors of all UEs under different numbers of transmitting and receiving antennas as the power-to-white noise ratio SNR of the transmitting end increases according to the technical solution provided by the embodiment of the present invention.
具体实施方式Detailed ways
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、完整的描述,显然,所描述的实施例仅仅是本发明一部分实施例,而不是全部的实施例。基于本发明的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他的实施例,都属于本发明保护的范围。In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments It is only some embodiments of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.
在实际系统中,协作基站BS需要通过回程链路Backhaul从上一层控制节点或数据中心取得其将要发送的数据,由于非理想回程链路下的容量限制,当所需要服务的协作用户数量增大时,协作基站需要判定为哪些用户取得数据,并设计相应的波束赋型矩阵。另一方面,整个网络还需要保持一定的性能,例如均方误差和指标。因此,本发明的波束赋型和数据分发方法既考虑了系统性能表现,又考虑了降低回程链路上的开销。In the actual system, the cooperative base station BS needs to obtain the data to be sent from the upper layer control node or data center through the backhaul link Backhaul. Due to the capacity limitation under the non-ideal backhaul link, when the number of cooperative users to be served increases When , the cooperative base station needs to determine for which users to obtain data, and design the corresponding beamforming matrix. On the other hand, the entire network also needs to maintain certain properties, such as mean square error and metrics. Therefore, the beamforming and data distribution method of the present invention not only considers the system performance, but also considers reducing the overhead on the backhaul link.
图3示出了本发明一实施例提供的具有3个协同基站的基于波束赋型矩阵的数据联合传输系统的通信模型示意图,举例来说,如图3所示,在一个协作网络中可以具有三个协作基站BS。假设本发明实施例具有M个协作基站BS(即BS1、BS2、…、BSM),每个BS具有NT根发射天线,BS间通过协作接口进行协作信息的交互。由于联合传输的引入是为了抑制并利用小区间干扰,因此BS一般是在地理位置上距离比较近的一系列基站组成,在本实施例中采用如图2的基站部署方式。在BS边缘覆盖区域内具有K个用户设备UE(即UE1、UE2、…、UEK),每个UE具有NR根接收天线,每个UE将会要求发起d个独立流数据传输。协作基站间共享所有UE的数据,并通过多用户MIMO技术同时发送给所有UE。Fig. 3 shows a schematic diagram of a communication model of a data joint transmission system based on a beamforming matrix with 3 coordinated base stations provided by an embodiment of the present invention. For example, as shown in Fig. 3 , there may be Three cooperating base stations BS. Assuming that the embodiment of the present invention has M cooperative base stations BS (ie BS1, BS2, ..., BSM), each BS has NT transmit antennas, and the cooperation information is exchanged between the BSs through the cooperation interface. Since joint transmission is introduced to suppress and utilize inter-cell interference, the BS is generally composed of a series of base stations geographically close to each other. In this embodiment, the base station deployment method as shown in Figure 2 is adopted. There are K user equipment UEs (ie UE1, UE2, ..., UEK) in the BS edge coverage area, each UE has NR receiving antennas, and each UE will request to initiate d independent stream data transmission. The data of all UEs are shared among the coordinated base stations and sent to all UEs simultaneously through multi-user MIMO technology.
图1示出了本发明一实施例提供的基于波束赋型矩阵的数据联合传输方法的流程示意图,如图1所示,本实施例的基于波束赋型矩阵的数据联合传输方法如下所述。FIG. 1 shows a schematic flowchart of a beamforming matrix-based joint data transmission method provided by an embodiment of the present invention. As shown in FIG. 1 , the beamforming matrix-based data joint transmission method of this embodiment is as follows.
101、用户设备UE获取来自各协作基站BS的等效信道信息,计算自身接收的波束赋型矩阵,并将所述波束赋型矩阵反馈给所有BS。101. The user equipment UE acquires equivalent channel information from each coordinated base station BS, calculates a beamforming matrix received by itself, and feeds back the beamforming matrix to all BSs.
其中,所述等效信道信息包括:Wherein, the equivalent channel information includes:
每一BS到UE的信道Hij矩阵与每一BS给相应UE进行波束赋型的波束赋型矩阵Vij的乘积;及The product of the channel H ij matrix from each BS to the UE and the beamforming matrix V ij that each BS performs beamforming to the corresponding UE; and
UE计算得到的自身接收的波束赋型矩阵Uj为:The received beamforming matrix U j calculated by the UE is:
其中,Vi=[Vi1,Vi2,…,ViK]为BSi对所有UE的发送波束赋型矩阵,Bj为UEj的数据选择矩阵,j∈{1,2,…,K},满足以及l≠j;Vs为除BSi外的其他BS的波束赋型矩阵,Hsj为除BSi外的其他BS到UE的信道矩阵,s≠i,为UEj信道上的高斯白噪声方差。Among them, V i =[V i1 ,V i2 ,...,V iK ] is the transmit beamforming matrix of BSi for all UEs, B j is the data selection matrix of UEj, j∈{1, 2,..., K}, satisfy as well as l≠j; V s is the beamforming matrix of other BSs except BSi, H sj is the channel matrix from other BSs to UE except BSi, s≠i, is the variance of Gaussian white noise on UEj channel.
在具体应用中,在本步骤101中,可通过附加信道将所述第一波束赋型矩阵反馈给所有BS。In a specific application, in this step 101, the first beamforming matrix may be fed back to all BSs through an additional channel.
102、每一BS根据其他BS的波束赋型矩阵、其他BS到UE的信道信息、UE所反馈的所述UE的波束赋型矩阵和每一BS自身的波束赋型权重矩阵,计算自身的波束赋型矩阵,并将该波束赋型矩阵发送给其他BS。102. Each BS calculates its own beam according to the beamforming matrix of other BSs, the channel information from other BSs to the UE, the beamforming matrix of the UE fed back by the UE, and the beamforming weight matrix of each BS itself beamforming matrix, and send the beamforming matrix to other BSs.
在具体应用中,在本步骤102中计算得到的波束赋型矩阵Vi为:In a specific application, the beamforming matrix V i calculated in step 102 is:
Vi=PiYi;V i =P i Y i ;
其中,Pi为正交矩阵,Pi是通过第一公式计算得到的,Among them, P i is an orthogonal matrix, and P i is calculated by the first formula,
所述第一公式为: The first formula is:
是通过对矩阵进行Hessenberg分解得到的,为Hessenberg矩阵; is through the pair matrix Obtained by Hessenberg decomposition, is the Hessenberg matrix;
矩阵Yi的每一列是按照第二公式进行计算得到的,Each column of matrix Y i It is calculated according to the second formula,
所述第二公式为:
为每一BS自身的波束赋型权重矩阵Θi对角线上的第n个元素,为矩阵Fi的第l个列向量,矩阵矩阵
所述第三公式为:
分子[Qi,n]m,m表示取矩阵对角线上元素,为矩阵Ξi,n对角线上元素,n和m分别为每一数据流和发射天线。The molecule [Q i,n ] m,m means to take the elements on the diagonal of the matrix, are the elements on the diagonal of matrix Ξ i,n , where n and m are each data stream and transmit antenna, respectively.
103、判断每一BS自身的波束赋型矩阵的更新次数是否大于预设X,若每一BS自身的波束赋型矩阵的更新次数小于等于X,则返回步骤102。103. Determine whether the update times of the beamforming matrix of each BS is greater than preset X, and return to step 102 if the update times of the beamforming matrix of each BS is less than or equal to X.
在具体应用中,所述预设X为:内层循环终止计数器预设X。In a specific application, the preset X is: the preset X of the inner loop termination counter.
104、若每一BS自身的波束赋型矩阵的更新次数大于X,则每一BS根据计算后的自身的波束赋型矩阵,更新自身的波束赋型权重,并告知其他BS。104. If the update times of each BS's own beamforming matrix is greater than X, each BS updates its own beamforming weight according to the calculated own beamforming matrix, and informs other BSs.
在具体应用中,本步骤104可包括:In a specific application, this step 104 may include:
若每一BS自身的波束赋型矩阵的更新次数大于X,则每一BS根据计算后的自身的波束赋型矩阵,按照第四公式更新自身的波束赋型权重θij,并告知其他BS;If the number of updates of the beamforming matrix of each BS is greater than X, each BS updates its own beamforming weight θ ij according to the fourth formula according to the calculated beamforming matrix of itself, and informs other BSs;
其中,所述第四公式为:Wherein, the fourth formula is:
ε为以近似于0的正数。ε is a positive number close to 0.
105、判断每一BS自身的波束赋型权重的更新次数是否大于预设Y,若每一BS自身的波束赋型权重的更新次数小于等于Y,则返回步骤101。105. Determine whether the update times of the beamforming weights of each BS is greater than preset Y, and if the update times of the beamforming weights of each BS is less than or equal to Y, return to step 101.
在具体应用中,所述预设Y为:外层循环终止计数器预设Y。In a specific application, the preset Y is: the preset Y of the outer loop termination counter.
106、若每一BS自身的波束赋型权重的更新次数大于Y,则每一BS根据计算后的自身的波束赋型矩阵向数据中心请求数据分发及将通过回程链路所接收的数据中心发送的数据联合传输给各UE。106. If the number of updates of the beamforming weights of each BS is greater than Y, each BS requests data distribution from the data center according to the calculated beamforming matrix of itself, and sends the received data through the backhaul link to the data center. The data is jointly transmitted to each UE.
在具体应用中,所述回程链路的开销为所有BS对UE的发送波束赋型矩阵的零范数之和,具体为:In a specific application, the overhead of the backhaul link is the sum of the zero norms of the transmit beamforming matrices of all BSs to the UE, specifically:
在具体应用中,本步骤106可包括:In a specific application, this step 106 may include:
若每一BS自身的波束赋型权重的更新次数大于Y,则每一BS站根据计算后的自身的波束赋型矩阵,若BS给某个UE进行波束赋型的矩阵的Frobenius范数满足不趋近于零的条件,则该BS向数据中心请求通过回程链路对相应UE的数据进行分发,否则,则不发送该请求。If the number of updates of the beamforming weights of each BS is greater than Y, each BS station according to the calculated beamforming matrix of its own, if the Frobenius norm of the beamforming matrix for a certain UE by the BS satisfies is close to zero, the BS requests the data center to distribute the data of the corresponding UE through the backhaul link; otherwise, the request is not sent.
在具体应用中,本实施例的每一BS是通过BS间协作接口对各自的波束赋型矩阵、信道矩阵进行交互的。In a specific application, each BS in this embodiment interacts with its own beamforming matrix and channel matrix through an inter-BS cooperation interface.
应说明的是,在具体应用中,在本实施例的步骤102中,所有BS收到UE反馈的所述UE的波束赋型矩阵后,从协作存储单元中调取其他BS发送的波束赋型矩阵Vs,s≠i、其他BS到UE的信道矩阵Hsj,s≠i、UE所反馈的所述UE的波束赋型矩阵和该BS自身的波束赋型权重矩阵Θi,以所有用户的均方误差和及回程链路开销之和最小化为目标,在每个基站的功率约束Pi下,并行计算各自的发送波束赋型矩阵。It should be noted that, in a specific application, in step 102 of this embodiment, after receiving the beamforming matrix of the UE fed back by the UE, all BSs retrieve the beamforming matrix sent by other BSs from the cooperative storage unit. The matrix V s , s≠i, the channel matrix H sj , s≠i from other BSs to the UE, the beamforming matrix of the UE fed back by the UE, and the beamforming weight matrix Θ i of the BS itself, all users The goal is to minimize the sum of the mean square error and the sum of the backhaul link overhead. Under the power constraint P i of each base station, the respective transmit beamforming matrices are calculated in parallel.
图6-8示出了本发明实施例提供的技术方案的仿真结果示意图。图6示出了本发明实施例提供的技术方案随着用户数目增长,回程链路开销的仿真结果示意图,如图6所示,从该仿真结果中可以看到,相比于未考虑回程链路容量限制的理想回程链路下波束赋型设计方案(IBA),本发明的波束赋型方法能够明显降低回程链路开销。同时,虽然采用穷搜(EXS)的方案能有最低的回程链路开销,但其复杂度过大,特别是在用户数目增大时。因此,本方法既能取得回程链路开销的明显降低,同时也具有低复杂度;6-8 show schematic diagrams of simulation results of the technical solutions provided by the embodiments of the present invention. Fig. 6 shows a schematic diagram of the simulation results of the backhaul link overhead as the number of users increases according to the technical solution provided by the embodiment of the present invention. As shown in Fig. 6, it can be seen from the simulation results that compared with the The beamforming design scheme (IBA) under the ideal backhaul link with road capacity limitation, the beamforming method of the present invention can obviously reduce the backhaul link overhead. At the same time, although the scheme using Exhaustive Search (EXS) can have the lowest backhaul link overhead, its complexity is too large, especially when the number of users increases. Therefore, this method can not only significantly reduce the overhead of the backhaul link, but also has low complexity;
图7示出了本发明实施例提供的技术方案随着用户数目增长,所有UE均方误差和的仿真结果示意图,如图7所示,从该仿真结果中可以看到,相比于未考虑回程链路容量限制的理想回程链路下波束赋型设计方案,本发明在均方误差和上能取得与其近似的性能,说明本方法同样能够达到较低的均方误差和。结合图6的结果可知,本方法能够在保持较低的均方误差和的同时,显著降低回程链路的开销;Fig. 7 shows a schematic diagram of the simulation results of the sum of mean square errors of all UEs as the number of users increases according to the technical solution provided by the embodiment of the present invention. As shown in Fig. 7, it can be seen from the simulation results that, compared with the The beamforming design scheme of the ideal backhaul link under the limitation of the backhaul link capacity, the present invention can achieve performance similar to the sum of mean square errors, indicating that this method can also achieve a lower sum of mean square errors. Combined with the results in Figure 6, it can be seen that this method can significantly reduce the overhead of the backhaul link while maintaining a low sum of mean square errors;
图8为示出了本发明实施例提供的技术方案随着发射端功率与白噪声比值SNR增大,不同发射接收天线数目下所有UE均方误差和的仿真结果示意图,如图8所示,从该仿真结果中可以看到,在本方法中,如果采用更多的发射天线或接收天线,随着发射端SNR的增大,能够取得进一步均方误差和的降低,从而更进一步提升系统性能。Fig. 8 is a schematic diagram showing the simulation results of the sum of mean square errors of all UEs under different numbers of transmitting and receiving antennas as the ratio SNR of the transmitting end power to white noise increases according to the technical solution provided by the embodiment of the present invention, as shown in Fig. 8 , It can be seen from the simulation results that in this method, if more transmitting antennas or receiving antennas are used, as the SNR of the transmitting end increases, the mean square error sum can be further reduced, thereby further improving the system performance .
本实施例的基于波束赋型矩阵的数据联合传输方法,通过设计波束赋型矩阵,并基于该波束赋型矩阵进行联合数据传输,能够保持较低均方误差和,显著降低回程链路开销,节约从数据中心到发送侧(即各协作基站BS)的回程链路资源,且计算复杂度较低。In the joint data transmission method based on the beamforming matrix of this embodiment, by designing the beamforming matrix and performing joint data transmission based on the beamforming matrix, the sum of mean square errors can be kept low, and the overhead of the backhaul link can be significantly reduced. The resources of the backhaul link from the data center to the sending side (that is, each cooperative base station BS) are saved, and the calculation complexity is low.
图2示出了本发明一实施例提供的基于波束赋型矩阵的数据联合传输系统的结构示意图,图4示出了图2所示基于波束赋型矩阵的数据联合传输系统中位于发送端的每一BS的结构示意图,图5示出了图2所示基于波束赋型矩阵的数据联合传输系统中位于接收端的每一UE的结构示意图,举例来说,图3示出了本发明一实施例提供的具有3个协同基站的基于波束赋型矩阵的数据联合传输系统的通信模型示意图,本实施例的基于波束赋型矩阵的数据联合传输系统,包括:位于接收端的多个用户设备UE13、位于发送端的多个协作基站BS12和数据中心11;Fig. 2 shows a schematic structural diagram of a data joint transmission system based on a beamforming matrix provided by an embodiment of the present invention, and Fig. 4 shows each of the sending ends in the beamforming matrix-based data joint transmission system shown in Fig. 2 A schematic structural diagram of a BS. FIG. 5 shows a schematic structural diagram of each UE at the receiving end in the beamforming matrix-based joint data transmission system shown in FIG. 2. For example, FIG. 3 shows an embodiment of the present invention Provided is a schematic diagram of a communication model of a beamforming matrix-based joint data transmission system with three coordinated base stations. The beamforming matrix-based data joint transmission system in this embodiment includes: multiple user equipment UE13 located at the receiving end, located at Multiple cooperative base stations BS12 and data centers 11 at the sending end;
每一用户设备UE13包括:第一计算模块13a,用于获取来自各协作基站BS的等效信道信息,计算自身接收的波束赋型矩阵,并将所述波束赋型矩阵反馈给所有BS;Each user equipment UE13 includes: a first calculation module 13a, configured to obtain equivalent channel information from each coordinated base station BS, calculate the beamforming matrix received by itself, and feed back the beamforming matrix to all BSs;
每一协作基站BS12包括:Each cooperative base station BS12 includes:
第二计算模块12a,用于每一BS根据其他BS的波束赋型矩阵、其他BS到UE的信道信息、UE所反馈的所述UE的波束赋型矩阵和每一BS自身的波束赋型权重矩阵,计算自身的波束赋型矩阵,并将该波束赋型矩阵发送给其他BS;The second calculation module 12a is used for each BS according to the beamforming matrix of other BSs, the channel information from other BSs to the UE, the beamforming matrix of the UE fed back by the UE, and the beamforming weight of each BS itself Matrix, calculating its own beamforming matrix, and sending the beamforming matrix to other BSs;
第一判断模块12b,用于判断每一BS自身的波束赋型矩阵的更新次数是否大于预设X,若每一BS自身的波束赋型矩阵的更新次数小于等于X,则返回第二计算模块12a;The first judging module 12b is used to judge whether the number of updates of the beamforming matrix of each BS is greater than the preset X, and if the number of updates of the beamforming matrix of each BS is less than or equal to X, return to the second calculation module 12a;
更新模块12c,用于若每一BS自身的波束赋型矩阵的更新次数大于X,则每一BS根据计算后的自身的波束赋型矩阵,更新自身的波束赋型权重,并告知其他BS;The update module 12c is configured to update the beamforming weight of each BS according to the calculated beamforming matrix of itself if the number of updates of the beamforming matrix of each BS is greater than X, and notify other BSs;
第二判断模块12d,用于判断每一BS自身的波束赋型权重的更新次数是否大于预设Y,若每一BS自身的波束赋型权重的更新次数小于等于Y,则返回所述UE的第一计算模块13a;The second judging module 12d is used to judge whether the update times of the beamforming weights of each BS is greater than the preset Y, and if the update times of the beamforming weights of each BS is less than or equal to Y, return the UE's a first calculation module 13a;
数据联合传输模块12e,用于若每一BS自身的波束赋型权重的更新次数大于Y,则每一BS根据计算后的自身的波束赋型矩阵向数据中心请求数据分发,并将通过回程链路所接收的数据中心发送的数据联合传输给各UE。The joint data transmission module 12e is used to request data distribution from the data center according to the calculated beamforming matrix of each BS if the number of updates of the beamforming weights of each BS is greater than Y, and transmit data through the backhaul chain The data received by the road and sent by the data center are jointly transmitted to each UE.
在具体应用中,所述预设X为:内层循环终止计数器预设X;及In a specific application, the preset X is: preset X of the inner loop termination counter; and
所述预设Y为:外层循环终止计数器预设Y。The preset Y is: the preset Y of the outer loop termination counter.
本实施例的基于波束赋型矩阵的数据联合传输系统,能够保持较低均方误差和,显著降低回程链路开销,节约从数据中心到发送侧(即各协作基站BS)的回程链路资源,且计算复杂度较低。The joint data transmission system based on the beamforming matrix in this embodiment can maintain a low sum of mean square errors, significantly reduce backhaul link overhead, and save backhaul link resources from the data center to the sending side (that is, each cooperative base station BS) , and the computational complexity is low.
本实施例的基于波束赋型矩阵的数据联合传输系统,可以用于执行前述图1所示方法实施例的技术方案,其实现原理和技术效果类似,此处不再赘述。The beamforming matrix-based joint data transmission system of this embodiment can be used to implement the technical solution of the aforementioned method embodiment shown in FIG. 1 , and its implementation principle and technical effect are similar, and will not be repeated here.
在本实施方式中“第一”、“第二”、“第三”和“第四”等并不是对先后顺序做出规定,只是对名称做出区别,在本实施方式中,不做出任何的限定。In this embodiment, "first", "second", "third" and "fourth" do not stipulate the sequence, but only distinguish the names. In this embodiment, no any restrictions.
本领域普通技术人员可以理解:实现上述各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,执行包括上述各方法实施例的步骤;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。Those of ordinary skill in the art can understand that all or part of the steps for implementing the above method embodiments can be completed by program instructions and related hardware. The aforementioned program can be stored in a computer-readable storage medium. When the program is executed, it executes the steps including the above-mentioned method embodiments; and the aforementioned storage medium includes: ROM, RAM, magnetic disk or optical disk and other various media that can store program codes.
最后应说明的是:以上各实施例仅用以说明本发明的技术方案,而非对其限制;尽管参照前述各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,或者对其中部分或者全部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权利要求所限定的范围。Finally, it should be noted that: the above embodiments are only used to illustrate the technical solutions of the present invention, rather than limiting them; although the present invention has been described in detail with reference to the foregoing embodiments, those of ordinary skill in the art should understand that: It is still possible to modify the technical solutions described in the foregoing embodiments, or perform equivalent replacements for some or all of the technical features; and these modifications or replacements do not make the essence of the corresponding technical solutions depart from the scope defined by the claims of the present invention .
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