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CN107911867A - A downlink transmission and interference coordination method for a cellular and D2D hybrid communication network - Google Patents

A downlink transmission and interference coordination method for a cellular and D2D hybrid communication network Download PDF

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CN107911867A
CN107911867A CN201710962312.4A CN201710962312A CN107911867A CN 107911867 A CN107911867 A CN 107911867A CN 201710962312 A CN201710962312 A CN 201710962312A CN 107911867 A CN107911867 A CN 107911867A
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CN107911867B (en
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李潇
秦娜娜
高西奇
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Southeast University
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W72/00Local resource management
    • H04W72/20Control channels or signalling for resource management
    • H04W72/23Control channels or signalling for resource management in the downlink direction of a wireless link, i.e. towards a terminal
    • 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
    • H04B7/0456Selection of precoding matrices or codebooks, e.g. using matrices antenna weighting
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W72/00Local resource management
    • H04W72/50Allocation or scheduling criteria for wireless resources
    • H04W72/54Allocation or scheduling criteria for wireless resources based on quality criteria
    • H04W72/541Allocation or scheduling criteria for wireless resources based on quality criteria using the level of interference

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  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Quality & Reliability (AREA)
  • Mobile Radio Communication Systems (AREA)

Abstract

The invention discloses the downlink transfer and disturbance coordination method of a kind of honeycomb and D2D hybrid communication networks, the D2D communications pair in hybrid network in cellular basestation coverage there are some shared down frequency spectrum resources, cellular basestation uses uniform planar antenna array;Cellular basestation using the first service of dispatching out of known statistic channel information phone user and calculate its precoding vector, the interference from D2D communications pair is coordinated to the phone user dispatched out again, then the interference between D2D communications pair is coordinated, then communicate using known statistic channel information and certain customers' equivalent channels information to D2D comes from cellular interference to coordination;After interference coordination, cellular basestation only carries out precoding transmissions to remaining user in its service user set.The present invention has the advantages of required channel information amount is small, and computation complexity is low, can flexibly set different thresholdings to meet different QoS of customer, effectively reduces and is disturbed between honeycomb and D2D hybrid communication networks.

Description

一种蜂窝与D2D混合通信网络的下行传输与干扰协调方法A downlink transmission and interference coordination method for a cellular and D2D hybrid communication network

技术领域technical field

本发明涉及下行传输与干扰协调技术领域,特别是一种蜂窝与D2D混合通信网络的下行传输与干扰协调方法。The invention relates to the technical field of downlink transmission and interference coordination, in particular to a method for downlink transmission and interference coordination of a cellular and D2D hybrid communication network.

背景技术Background technique

随着无线通信技术的飞速发展,各类智能移动终端数量的急剧增长,对无线通信系统的传输速率与用户体验提出了更高的要求。设备到设备(D2D)通信作为提高整体网络的解决方案之一,满足了无线设备之间进行直接通信的需求。该方法旨在使一定距离范围内的用户通信设备直接通信,以降低对服务基站的负荷。它允许用户设备利用蜂窝网络资源以不经过基站的方式通过设备到设备通信链路与附近的用户直接通信。相对于其它不依靠基础网络设施的直通技术而言,D2D更加灵活,既可以在基站控制下进行连接及资源分配,也可以在无网络基础设施的时候进行信息交互。在基站部署成百甚至上千根天线的大规模MIMO(multiple-input multiple-output)是另一种提高网络传输速率和覆盖的有效方法。大规模MIMO的空间分辨率与现有MIMO相比显著增强,能深度挖掘空间维度资源,使得网络中的多个用户可以在同一时频资源上利用大规模MIMO提供的空间自由度与基站同时进行通信,从而在不需要增加带宽的条件下大幅度提高频谱效率。此外,大规模MIMO可大幅降低发射功率,通过低成本、低功耗的器件实现,真正实现绿色通信。With the rapid development of wireless communication technology and the rapid increase in the number of various types of intelligent mobile terminals, higher requirements are placed on the transmission rate and user experience of wireless communication systems. As one of the solutions to improve the overall network, device-to-device (D2D) communication meets the requirement of direct communication between wireless devices. The method aims to enable user communication equipment within a certain distance to communicate directly, so as to reduce the load on the serving base station. It allows user equipment to directly communicate with nearby users through a device-to-device communication link by utilizing cellular network resources without going through a base station. Compared with other direct technologies that do not rely on basic network facilities, D2D is more flexible. It can not only perform connection and resource allocation under the control of the base station, but also perform information interaction when there is no network infrastructure. Deploying massive MIMO (multiple-input multiple-output) with hundreds or even thousands of antennas in base stations is another effective method to improve network transmission rate and coverage. Compared with the existing MIMO, the spatial resolution of massive MIMO is significantly enhanced, and it can deeply mine spatial dimension resources, so that multiple users in the network can use the spatial freedom provided by massive MIMO on the same time-frequency resource to conduct simultaneous communication with the base station. Communication, thereby greatly improving spectral efficiency without increasing bandwidth. In addition, massive MIMO can greatly reduce the transmission power, and realize green communication through low-cost and low-power devices.

大规模MIMO和配备D2D的混合网络能够大幅提升无线通信频谱效率和功率效率,被认为是构建未来高效能绿色移动通信系统的关键技术。然而,在实际应用中,大规模MIMO无线通信面临着众多挑战,其中之一就是基站所能配置的天线数量受到基站空间以及载波频率的影响。为了克服有限的空间对大规模MIMO无线通信系统的限制,并进一步挖掘利用垂直维度空间资源,近年来人们提出了在基站配置二维网格排列的大规模天线阵列,称为3D-MIMO。信道信息的获取是大规模MIMO面临的另一个挑战。现有大规模MIMO传输方案大都是通过上行链路正交导频和TDD系统上下行信道互易性,基站获得多用户上下行信道参数估值,并以此实施上行接收处理和下行预编码传输。然而,这一方案难以适应中高速移动通信场景及FDD系统。信道的统计状态信息在相当一段时间内是近似不变的,其精确度相对较高,利用统计信道状态信息的传输方案具有实现简单、反馈量小、鲁棒性强、能够同时适用于TDD和FDD系统的优点,是克服信道信息获取问题的有效方法。此外,D2D的引入在获得传输速率增益的同时,也带来了混合网络中用户间干扰的问题。Massive MIMO and hybrid networks equipped with D2D can greatly improve the spectral efficiency and power efficiency of wireless communication, and are considered to be the key technologies for building future high-performance green mobile communication systems. However, in practical applications, massive MIMO wireless communication faces many challenges, one of which is that the number of antennas that can be configured by the base station is affected by the space of the base station and the carrier frequency. In order to overcome the limitations of limited space on massive MIMO wireless communication systems and further tap and utilize vertical space resources, in recent years people have proposed a large-scale antenna array arranged in a two-dimensional grid at the base station, called 3D-MIMO. The acquisition of channel information is another challenge faced by massive MIMO. Most of the existing massive MIMO transmission schemes use uplink orthogonal pilots and TDD system uplink and downlink channel reciprocity. The base station obtains multi-user uplink and downlink channel parameter estimates, and implements uplink reception processing and downlink precoding transmission. . However, this solution is difficult to adapt to medium and high-speed mobile communication scenarios and FDD systems. The statistical state information of the channel is approximately unchanged for a considerable period of time, and its accuracy is relatively high. The transmission scheme using statistical channel state information has the advantages of simple implementation, small feedback, strong robustness, and can be applied to both TDD and The advantage of the FDD system is that it is an effective method to overcome the problem of channel information acquisition. In addition, while the introduction of D2D obtains transmission rate gain, it also brings about the problem of inter-user interference in a hybrid network.

发明内容Contents of the invention

本发明所要解决的技术问题是克服现有技术的不足而提供一种蜂窝与D2D混合通信网络的下行传输与干扰协调方法,本发明能够根据统计信道信息衡量用户间干扰,将干扰较大的设备到设备通信对功率降低或设置为休眠状态,对干扰较大的宏蜂窝用户进行迫零预编码,以较低的复杂度降低层间干扰、提高边缘用户速率。The technical problem to be solved by the present invention is to overcome the deficiencies of the prior art and provide a downlink transmission and interference coordination method for a cellular and D2D hybrid communication network. To reduce the power of the device communication or set it to a dormant state, perform zero-forcing precoding on macro-cell users with large interference, reduce inter-layer interference and increase the rate of edge users with relatively low complexity.

本发明为解决上述技术问题采用以下技术方案:The present invention adopts the following technical solutions for solving the problems of the technologies described above:

根据本发明提出的一种蜂窝与D2D混合通信网络的下行传输与干扰协调方法,包括以下步骤:A downlink transmission and interference coordination method for a cellular and D2D hybrid communication network proposed according to the present invention includes the following steps:

步骤一、混合网络中蜂窝基站覆盖范围内存在若干与其共享下行频谱资源的D2D通信对,蜂窝基站采用均匀平面天线阵,包括Mv行垂直方向天线阵元,水平方向每行Mh个阵元,总发射功率为Pc;混合网络中蜂窝用户个数为L,第k个蜂窝用户记为CUEk;第i个D2D通信对包括发送端TUEi以及接收端RUEi,均配置单天线,其发射功率最大为最小为其中,i=1,…,Ns,Ns为混合网络中D2D通信对的个数;Step 1. There are several D2D communication pairs sharing downlink spectrum resources with the cellular base station in the hybrid network. The cellular base station adopts a uniform planar antenna array, including M v rows of antenna elements in the vertical direction, and each row of M h array elements in the horizontal direction , the total transmission power is P c ; the number of cellular users in the hybrid network is L, and the kth cellular user is denoted as CUE k ; the i-th D2D communication pair includes the transmitting end TUE i and the receiving end RUE i , both of which are equipped with a single antenna, its transmit power up to minimum is Wherein, i=1,...,N s , N s is the number of D2D communication pairs in the hybrid network;

首先将各D2D通信对的发射功率初始化为最大发射功率将通信关闭的D2D通信对集合及蜂窝基站服务用户集合初始化为空集;First, the transmit power of each D2D communication pair Initialize to maximum transmit power Set of D2D communication pairs with communication closed and cellular base station service user set initialized to an empty set;

步骤二、利用已知的统计信道信息计算各D2D通信对及蜂窝用户的关键参数;Step 2, using the known statistical channel information to calculate the key parameters of each D2D communication pair and cellular user;

步骤三、进行蜂窝基站服务用户调度并计算调度出的服务用户集合中各蜂窝用户预编码向量;Step 3: Carry out cellular base station service user scheduling and calculate the scheduled service user set Each cellular user precoding vector in ;

步骤四、对每个D2D通信对逐个协调其对蜂窝用户的干扰;Step 4. Coordinate the interference to cellular users for each D2D communication pair one by one;

步骤五、逐个协调D2D通信对之间的干扰;Step five, coordinating interference between D2D communication pairs one by one;

步骤六、逐个对D2D通信对协调来自蜂窝的干扰;Step 6, coordinating the interference from the cell for D2D communication pairs one by one;

步骤七、干扰协调完毕后仅对集合中剩余的蜂窝用户进行预编码传输,将集合中的D2D通信对间的通信关闭。Step 7. After the interference coordination is completed, only the set The remaining cellular users in the precoded transmission will be aggregated The communication between the D2D communication pairs in is closed.

作为本发明所述的一种蜂窝与D2D混合通信网络的下行传输与干扰协调方法进一步优化方案,步骤二中所述统计信道信息包括:As a further optimization scheme of the downlink transmission and interference coordination method of a cellular and D2D hybrid communication network described in the present invention, the statistical channel information in step 2 includes:

蜂窝基站与第k个蜂窝用户间信道的大尺度衰落因子其中,k=1,…,L,第k个蜂窝用户的垂直发送相关阵和水平发送相关阵其中,矩阵Hc,k为蜂窝基站与第k个蜂窝用户之间的归一化信道矩阵,满足其第m行第n列的元素[Hc,k]m,n为蜂窝基站第m行第n列的天线阵元与第k个蜂窝用户之间的信道系数,上标(·)H代表共轭转置,E{·}代表求均值,tr{·}代表求矩阵的迹;第i个D2D通信对的发送端TUEi与第j个D2D通信对的接收端RUEj之间的大尺度衰落因子以及蜂窝基站与RUEi间信道的大尺度衰落因子垂直发送相关阵和水平发送相关阵其中,矩阵为蜂窝基站与RUEi间的归一化信道矩阵,满足其第m行第n列的元素为蜂窝基站第m行第n列的天线阵元与RUEi间的信道系数;TUEi与第k个蜂窝用户间信道的大尺度衰落因子 Large-scale fading factor of the channel between a cellular base station and the kth cellular user Among them, k=1,...,L, the vertical transmission correlation matrix of the kth cellular user and horizontally send correlation array Among them, the matrix H c,k is the normalized channel matrix between the cellular base station and the kth cellular user, satisfying The element [H c,k ] m,n in row m and column n is the channel coefficient between the antenna array element in row m and column n of the cellular base station and the kth cellular user, and the superscript ( ) H stands for Conjugate transpose, E{ } represents the average value, tr{ } represents the trace of the matrix ; the large scale fading factor and the large-scale fading factor of the channel between the cell base station and RUE i Vertical Transmit Correlator and horizontally send correlation array Among them, the matrix is the normalized channel matrix between the cell base station and RUE i , satisfying The element in the mth row and the nth column is the channel coefficient between the antenna element in row m and column n of the cellular base station and RUE i ; the large-scale fading factor of the channel between TUE i and the kth cellular user

作为本发明所述的一种蜂窝与D2D混合通信网络的下行传输与干扰协调方法进一步优化方案,步骤二中蜂窝基站利用统计信道信息计算各D2D通信对及蜂窝用户的关键参数包括:As a further optimization scheme of the downlink transmission and interference coordination method of a cellular and D2D hybrid communication network described in the present invention, in step 2, the cellular base station uses the statistical channel information to calculate the key parameters of each D2D communication pair and cellular user including:

1)对第k个蜂窝用户,计算其中,分别为Mv×Mv和Mh×Mh的DFT矩阵,其第m行第n列的元素分别为e为自然底数,j′虚数单位;1) For the kth cellular user, calculate and in, and are the DFT matrices of M v ×M v and M h ×M h respectively, and the elements of the mth row and the nth column are respectively and e is the natural base, and j' is the imaginary unit;

2)对第k个蜂窝用户,计算其中,分别为ΛV,c,k的第a个对角元和ΛH,c,k的第b个对角元,并令以及 2) For the kth cellular user, calculate and in, and are respectively the a-th diagonal element of Λ V, c, k and the b-th diagonal element of Λ H, c, k , and let as well as

3)对RUEi,计算 3) For RUE i , calculate and

作为本发明所述的一种蜂窝与D2D混合通信网络的下行传输与干扰协调方法进一步优化方案,步骤三具体如下:As a further optimization scheme of the downlink transmission and interference coordination method of a cellular and D2D hybrid communication network described in the present invention, step 3 is specifically as follows:

1.1)选择N′+1个整数和M′+1个整数满足以及其中N′为小于Mh的正整数,M′为小于Mv的正整数;1.1) Select N'+1 integers and M′+1 integers Satisfy as well as Wherein N' is a positive integer less than M h , and M' is a positive integer less than M v ;

1.2)将所有的L个蜂窝用户划分为M′N′组,划分准则为:若第k个蜂窝用户满足则将其划入组 1.2) Divide all L cellular users into M'N' groups, and the division criterion is: if the kth cellular user satisfies and put it in the group

1.3)从每组蜂窝用户中选出其的乘积最大的蜂窝用户,选出的蜂窝用户总数记为 1.3) From each group of cellular users select their and The cellular user whose product is the largest, the total number of selected cellular users is denoted as

1.4)若其中K为蜂窝基站同时服务的最大用户数,则将步骤1.3)中选出的蜂窝用户加入蜂窝基站服务用户集合否则,从步骤1.3)选出的个蜂窝用户中,选出其的乘积最大的K个蜂窝用户,将其加入蜂窝基站服务用户集合蜂窝服务用户集合中蜂窝用户个数记为Kc1.4) If Where K is the maximum number of users served by the cellular base station at the same time, then the cellular users selected in step 1.3) are added to the cellular base station service user set Otherwise, the selected from step 1.3) Among the cellular users, select the and The K cellular users with the largest product will be added to the service user set of the cellular base station Collection of Cellular Service Users The number of cellular users is denoted as K c ;

1.5)对集合中的各蜂窝用户计算其波束成形向量,设集合中的第l个蜂窝用户为其波束成形向量的计算方法为其中l=1,…,Kc代表Kroneck积运算,上标(·)*代表共轭,为矩阵的第列,为矩阵的第列。1.5) pair set Each cellular user in calculates its beamforming vector, let the set The lth cellular user in is Its beamforming vector The calculation method is where l=1,...,K c , stands for Kroneck product operation, superscript ( ) * stands for conjugate, for the matrix First List, for the matrix First List.

作为本发明所述的一种蜂窝与D2D混合通信网络的下行传输与干扰协调方法进一步优化方案,所述步骤四中对第i个D2D通信对协调其对蜂窝用户的干扰具体如下:As a further optimization scheme of the downlink transmission and interference coordination method of a cellular and D2D hybrid communication network described in the present invention, the details of coordinating the interference of the i-th D2D communication pair to cellular users in the step 4 are as follows:

2.1)若第i个D2D通信对不属于则令l=1并进入步骤2.2);否则,结束该D2D通信对对蜂窝用户的干扰协调;2.1) If the i-th D2D communication pair does not belong to Then let l=1 and enter step 2.2); otherwise, end the interference coordination of the D2D communication pair to the cellular user;

2.2)计算第i个D2D通信对对集合中的第l个蜂窝用户的干扰度量值 2.2) Calculate the i-th D2D communication pair set The lth cellular user in Interference measure of

2.3)若小于或等于某一预设的门限值δ1,转至步骤2.7);否则,进入步骤2.4);2.3) If is less than or equal to a preset threshold value δ 1 , go to step 2.7); otherwise, go to step 2.4);

2.4)将第i个D2D通信对的发送功率降低至能够满足第i个D2D通信对对蜂窝用户的干扰度量值小于或等于门限值δ1的最大值 2.4) The transmission power of the i-th D2D communication pair reduced to be able to satisfy the i-th D2D communication pair-to-cellular user Interference measure of The maximum value less than or equal to the threshold value δ 1

2.5)若Pdi大于或等于D2D通信对的最低发射功率转至步骤2.7);否则,进入步骤2.6);2.5) If P di is greater than or equal to the minimum transmit power of the D2D communication pair Go to step 2.7); otherwise, go to step 2.6);

2.6)将第i个D2D通信对的通信关闭,即将其加入集合并结束第i个D2D通信对对蜂窝用户的干扰协调;2.6) Close the communication of the i-th D2D communication pair, that is, add it to the set And end the interference coordination of the i-th D2D communication pair to the cellular user;

2.7)令l=l+1;若l≤Kc则转至步骤2.2),否则结束第i个D2D通信对对蜂窝用户的干扰协调。2.7) Let l=l+1; if l≤K c , go to step 2.2), otherwise end the interference coordination of the i-th D2D communication pair to the cellular user.

作为本发明所述的一种蜂窝与D2D混合通信网络的下行传输与干扰协调方法进一步优化方案,所述步骤五中对第i个D2D通信对协调D2D通信对之间的干扰具体如下:As a further optimization scheme of the downlink transmission and interference coordination method of a cellular and D2D hybrid communication network described in the present invention, the details of coordinating the interference between D2D communication pairs for the i-th D2D communication pair in step 5 are as follows:

3.1)若第i个D2D通信对不属于则令j=1并进入步骤3.2);否则,结束该D2D通信对的D2D通信对间干扰协调;3.1) If the i-th D2D communication pair does not belong to Then set j=1 and enter step 3.2); otherwise, end the D2D communication inter-pair interference coordination of the D2D communication pair;

3.2)若j≠i,则进入步骤3.3);否则,进入步骤3.6);3.2) If j≠i, enter step 3.3); otherwise, enter step 3.6);

3.3)若第j个D2D通信对不属于则利用下式计算其对第i个D2D通信对的干扰度量值 3.3) If the jth D2D communication pair does not belong to Then use the following formula to calculate its interference metric value for the i-th D2D communication pair

并进入步骤3.4),其中为第j个D2D通信对的发送端TUEj与第i个D2D通信对的接收端RUEi之间的大尺度衰落因子,为第i个D2D通信对的发送端TUEi与其接收端RUEi之间的大尺度衰落因子;否则,进入步骤3.6);And go to step 3.4), where is the large-scale fading factor between the transmitter TUE j of the j-th D2D communication pair and the receiver RUE i of the i-th D2D communication pair, is the large-scale fading factor between the transmitting end TUE i and the receiving end RUE i of the i-th D2D communication pair; otherwise, go to step 3.6);

3.4)若小于或等于某一预设的门限值δ2,则进入步骤3.6);否则,进入步骤3.5);3.4) If is less than or equal to a certain preset threshold value δ 2 ) , then go to step 3.6); otherwise, go to step 3.5);

3.5)比较大尺度衰落因子其中为第j个D2D通信对的发送端TUEj与其接收端RUEj之间的大尺度衰落因子;若则将第j个D2D通信对的通信关闭,即将其加入集合并进入步骤3.6);否则,将第i个D2D通信对的通信关闭,即将其加入集合并结束第i个D2D通信对的D2D通信对间干扰协调;3.5) Comparing large-scale fading factors and in is the large-scale fading factor between the sending end TUE j and the receiving end RUE j of the jth D2D communication pair; if Then close the communication of the jth D2D communication pair, that is, add it to the set And enter step 3.6); otherwise, close the communication of the i-th D2D communication pair, that is, add it to the set And end the D2D communication inter-pair interference coordination of the i-th D2D communication pair;

3.6)令j=j+1;若j≤Ns,则转至步骤3.2),否则结束第i个D2D通信对的D2D通信对间干扰协调。3.6) Set j=j+1; if j≤N s , go to step 3.2), otherwise end the D2D communication inter-pair interference coordination of the i-th D2D communication pair.

作为本发明所述的一种蜂窝与D2D混合通信网络的下行传输与干扰协调方法进一步优化方案,所述步骤六中对第i个D2D通信对协调来自蜂窝的干扰按如下步骤进行:As a further optimization scheme of the downlink transmission and interference coordination method of a cellular and D2D hybrid communication network described in the present invention, in the step 6, coordinate the interference from the cellular for the i-th D2D communication pair in the following steps:

4.1)若第i个D2D通信对不属于则进入步骤4.2);否则,结束对该D2D通信对来自蜂窝的干扰协调;4.1) If the i-th D2D communication pair does not belong to Then enter step 4.2); otherwise, end the D2D communication interference coordination from the cell;

4.2)计算集合中每个蜂窝用户对第i个D2D通信对的干扰度量值,设集合中的第l个蜂窝用户为对第i个D2D通信对的干扰度量值记为 4.2) Calculation set The interference measurement value of each cellular user to the i-th D2D communication pair in , let the set The lth cellular user in is but The interference metric value of the i-th D2D communication pair is denoted as

4.3)找出集合中对第i个D2D通信对的干扰度量值最大的蜂窝用户,设为第pi个蜂窝用户对第i个D2D通信对的干扰度量值小于或等于某一预设的门限值δ3,则结束对该D2D通信对来自宏蜂窝的干扰协调;否则,进入步骤4.4);4.3) Find the set Among them, the cellular user with the largest interference measure value for the i-th D2D communication pair is set to the p i- th cellular user like Interference measure for the i-th D2D communication pair is less than or equal to a preset threshold value δ 3 , then end the D2D communication interference coordination from the macro cell; otherwise, go to step 4.4);

4.4)计算其中分别为的第a个对角元和的第b个对角元,分别为第pi个蜂窝用户的垂直发送相关阵和水平发送相关阵,矩阵为蜂窝基站与第pi个蜂窝用户之间的归一化信道矩阵, 4.4) Calculation and in and respectively The a-th diagonal element of and The bth diagonal element of , and are respectively the vertical transmission correlation matrix and the horizontal transmission correlation matrix of the p i cellular user, the matrix is the normalized channel matrix between the cellular base station and the p ith cellular user,

4.5)计算其中 vec(·)代表矩阵拉直运算,上标T为转置;4.5) Calculation in vec( ) stands for matrix straightening operation, superscript T is transpose;

4.6)计算 4.6) Calculation

4.7)重新计算第pi个蜂窝用户的波束成形向量其中q1为Q的第一列;结束对该D2D通信对来自蜂窝的干扰协调。4.7) Recalculate the p ith cellular user The beamforming vector of make Wherein, q 1 is the first column of Q; end the interference coordination of the D2D communication to the cell.

作为本发明所述的一种蜂窝与D2D混合通信网络的下行传输与干扰协调方法进一步优化方案,步骤2.2)中第i个D2D通信对对第kl个蜂窝用户的干扰度量值的计算方法为:As a further optimization scheme of the downlink transmission and interference coordination method of a cellular and D2D hybrid communication network described in the present invention, the interference measurement value of the i-th D2D communication pair to the k- th cellular user in step 2.2) The calculation method is:

且步骤2.4)中满足小于或等于门限值δ1的最大发射功率And step 2.4) satisfies The maximum transmit power less than or equal to the threshold value δ 1 for

其中为蜂窝基站与第kl个蜂窝用户间信道的大尺度衰落因子,为TUEi与第kl个蜂窝用户间信道的大尺度衰落因子,分别为的第个对角元和的第个对角元,分别为第kl个蜂窝用户的垂直发送相关阵和水平发送相关阵,矩阵为蜂窝基站与第kl个蜂窝用户之间的归一化信道矩阵,分别为的第a个对角元和的第b个对角元。in is the large-scale fading factor of the channel between the cellular base station and the k lth cellular user, is the large-scale fading factor of the channel between TUE i and the k lth cellular user, and respectively First diagonal elements and First diagonal elements, and are the vertical transmission correlation matrix and the horizontal transmission correlation matrix of the k lth cellular user respectively, the matrix is the normalized channel matrix between the cellular base station and the k lth cellular user, and respectively The a-th diagonal element of and The bth diagonal element of .

作为本发明所述的一种蜂窝与D2D混合通信网络的下行传输与干扰协调方法进一步优化方案,步骤4.2)中集合中第l个宏蜂窝用户设为对第i个D2D通信对的干扰度量值的计算方法为:As a further optimization scheme of the downlink transmission and interference coordination method of a cellular and D2D hybrid communication network described in the present invention, set in step 4.2) The lth macro cell user in Interference measure for the i-th D2D communication pair The calculation method is:

其中分别为ΛH,d,i的第个对角元和ΛV,d,i的第个对角元。in and are respectively Λ H, d, i 's diagonal elements and Λ V,d,i'th Diagonal elements.

本发明采用以上技术方案与现有技术相比,具有以下技术效果:Compared with the prior art, the present invention adopts the above technical scheme and has the following technical effects:

(1)本方法主要使用信道的统计信息,所需信道信息量小,适用于各种典型的无线通信系统;(1) This method mainly uses the statistical information of the channel, and the amount of required channel information is small, and is applicable to various typical wireless communication systems;

(2)本方法中的用户间干扰度量等计算复杂度低、易于实现;(2) The inter-user interference measurement in the method has low computational complexity and is easy to implement;

(3)本方法可根据系统和用户服务质量的要求,灵活设置不同门限,满足不同的用户服务质量和系统吞吐量。(3) This method can flexibly set different thresholds according to the requirements of system and user service quality, so as to satisfy different user service quality and system throughput.

具体实施方式Detailed ways

下面对本发明的技术方案做进一步的详细说明:The technical scheme of the present invention is described in further detail below:

本发明的方法主要包括以下步骤:Method of the present invention mainly comprises the following steps:

步骤一、混合网络中蜂窝基站覆盖范围内存在若干与其共享下行频谱资源的D2D通信对,蜂窝基站采用均匀平面天线阵,包括Mv行垂直方向天线阵元,水平方向每行Mh个阵元,总发射功率为Pc;混合网络中蜂窝用户个数为L,第k个蜂窝用户记为CUEk;第i个D2D通信对包括发送端TUEi以及接收端RUEi,均配置单天线,其发射功率最大为最小为其中,i=1,…,Ns,Ns为混合网络中D2D通信对的个数;将各D2D通信对的发射功率初始化为最大发射功率将通信关闭的D2D通信对集合及宏蜂窝基站服务用户集合初始化为空集;Step 1. There are several D2D communication pairs sharing downlink spectrum resources with the cellular base station in the hybrid network. The cellular base station adopts a uniform planar antenna array, including M v rows of antenna elements in the vertical direction, and each row of M h array elements in the horizontal direction , the total transmission power is P c ; the number of cellular users in the hybrid network is L, and the kth cellular user is denoted as CUE k ; the i-th D2D communication pair includes the transmitting end TUE i and the receiving end RUE i , both of which are equipped with a single antenna, its transmit power up to minimum is Among them, i=1,...,N s , N s is the number of D2D communication pairs in the hybrid network; the transmission power of each D2D communication pair is initialized to the maximum transmission power Set of D2D communication pairs with communication closed and macro cell base station service user set initialized to an empty set;

步骤二、利用已知的统计信道信息计算各D2D通信对及蜂窝用户的关键参数,已知的统计信道信息包括:蜂窝基站与第k个蜂窝用户间信道的大尺度衰落因子其中k=1,…,L;第k个蜂窝用户的垂直发送相关阵和水平发送相关阵其中,矩阵Hc,k为蜂窝基站与第k个蜂窝用户之间的归一化信道矩阵,满足其第m行第n列的元素[Hc,k]m,n为蜂窝基站第m行第n列的天线阵元与第k个蜂窝用户k之间的信道系数,上标(·)H代表共轭转置,E{·}代表求均值,tr{·}代表求矩阵的迹;第i个D2D通信对的发送端TUEi与第j个D2D通信对的接收端RUEj之间的大尺度衰落因子以及蜂窝基站与RUEi间信道的大尺度衰落因子垂直发送相关阵和水平发送相关阵矩阵为蜂窝基站与RUEi间的归一化信道矩阵,满足其第m行第n列的元素为蜂窝基站第m行第n列的天线阵元与RUEi间的信道系数;TUEi与第k个蜂窝用户间信道的大尺度衰落因子计算的关键参数包括:Step 2. Calculate the key parameters of each D2D communication pair and cellular user by using the known statistical channel information. The known statistical channel information includes: the large-scale fading factor of the channel between the cellular base station and the kth cellular user Where k=1,...,L; the vertical transmission correlation matrix of the kth cellular user and horizontally send correlation array Among them, the matrix H c,k is the normalized channel matrix between the cellular base station and the kth cellular user, satisfying The element [H c,k ] m,n in row m and column n is the channel coefficient between the antenna array element in row m and column n of the cellular base station and the kth cellular user k, superscript (·) H represents the conjugate transpose, E{· } represents the average value, tr{·} represents the trace of the matrix ; large-scale fading factor and the large-scale fading factor of the channel between the cell base station and RUE i Vertical Transmit Correlator and horizontally send correlation array matrix is the normalized channel matrix between the cell base station and RUE i , satisfying The element in the mth row and the nth column is the channel coefficient between the antenna element in row m and column n of the cellular base station and RUE i ; the large-scale fading factor of the channel between TUE i and the kth cellular user The key parameters calculated include:

1)对第k个蜂窝用户CUEk,k=1,…,L,计算其中分别为Mv×Mv和Mh×Mh的DFT矩阵,其第m行第n列的元素分别为e为自然底数,j′虚数单位;1) For the kth cellular user CUE k , k=1,...,L, calculate and in and are the DFT matrices of M v ×M v and M h ×M h respectively, and the elements of the mth row and the nth column are respectively and e is the natural base, and j' is the imaginary unit;

2)对第k个蜂窝用户CUEk,k=1,…,L,计算其中分别为ΛV,c,k的第a个对角元和ΛH,c,k的第b个对角元,并令以及 2) For the kth cellular user CUE k , k=1,...,L, calculate and in and are respectively the a-th diagonal element of Λ V, c, k and the b-th diagonal element of Λ H, c, k , and let as well as

3)对RUEi,i=1,…,Ns,计算 3) For RUE i , i=1,...,N s , calculate and

步骤三、按如下步骤进行蜂窝基站服务用户调度并计算调度出的服务用户集合中各蜂窝用户预编码向量:Step 3: Carry out cellular base station service user scheduling and calculate the scheduled service user set according to the following steps Each cellular user precoding vector in:

1.1)选择N′+1个整数和M′+1个整数满足以及其中N′为小于Mh的正整数,M′为小于Mv的正整数;1.1) Select N'+1 integers and M′+1 integers Satisfy as well as Wherein N' is a positive integer less than M h , and M' is a positive integer less than M v ;

1.2)将所有的L个蜂窝用户划分为M′N′组,划分准则为:若第k个蜂窝用户满足则将其划入组其中, 1.2) Divide all L cellular users into M'N' groups, and the division criterion is: if the kth cellular user satisfies and put it in the group in,

1.3)从每组蜂窝用户中选出其的乘积最大的蜂窝用户,选出的蜂窝用户数记为 1.3) From each group of cellular users select their and The cellular user whose product is the largest, the number of selected cellular users is denoted as

1.4)若其中K为蜂窝基站同时服务的最大用户数,则将步骤1.3)中选出的蜂窝用户加入蜂窝基站服务用户集合否则,从步骤1.3)选出的个蜂窝用户中,选出其的乘积最大的K个蜂窝用户,将其加入蜂窝基站服务用户集合蜂窝服务用户集合中蜂窝用户个数记为Kc1.4) If Where K is the maximum number of users served by the cellular base station at the same time, then the cellular users selected in step 1.3) are added to the cellular base station service user set Otherwise, the selected from step 1.3) Among the cellular users, select the and The K cellular users with the largest product will be added to the service user set of the cellular base station Collection of Cellular Service Users The number of cellular users is denoted as K c ;

1.5)对集合中的各蜂窝用户计算器波束成形向量,假设集合中的第l个蜂窝用户为其波束成形向量的计算方法为其中l=1,…,Kc代表Kroneck积运算,上标(·)*代表共轭,为矩阵的第列,为矩阵的第列;1.5) pair set Beamforming vectors for each cellular user computer in , assuming the set The lth cellular user in is Its beamforming vector The calculation method is where l=1,...,K c , stands for Kroneck product operation, superscript ( ) * stands for conjugate, for the matrix First List, for the matrix First List;

步骤四、对每个D2D通信对逐个协调其对蜂窝用户的干扰,其中对第i个D2D通信对协调其对蜂窝用户的干扰具体如下:Step 4: For each D2D communication pair, coordinate its interference to the cellular user one by one, and coordinate the interference to the cellular user for the i-th D2D communication pair as follows:

2.1)若第i个D2D通信对不属于则令l=1并进入步骤2.2);否则,结束该D2D通信对对蜂窝用户的干扰协调;2.1) If the i-th D2D communication pair does not belong to Then let l=1 and enter step 2.2); otherwise, end the interference coordination of the D2D communication pair to the cellular user;

2.2)计算第i个D2D通信对对集合中的第l个蜂窝用户,假设为的干扰度量值 2.2) Calculate the i-th D2D communication pair set The lth cellular user in , assuming Interference measure of

其中为蜂窝基站与第kl个蜂窝用户间信道的大尺度衰落因子,为TUEi与第kl个蜂窝用户间信道的大尺度衰落因子,分别为的第个对角元和的第个对角元,分别为第kl个蜂窝用户的垂直发送相关阵和水平发送相关阵,矩阵为蜂窝基站与第kl个蜂窝用户之间的归一化信道矩阵,分别为的第a个对角元和的第b个对角元;in is the large-scale fading factor of the channel between the cellular base station and the k lth cellular user, is the large-scale fading factor of the channel between TUE i and the k lth cellular user, and respectively First diagonal elements and First diagonal elements, and are the vertical transmission correlation matrix and the horizontal transmission correlation matrix of the k lth cellular user respectively, the matrix is the normalized channel matrix between the cellular base station and the k lth cellular user, and respectively The a-th diagonal element of and The bth diagonal element of ;

2.3)若小于或等于某一预设的门限值δ1,转至步骤2.7);否则,进入步骤2.4);2.3) If is less than or equal to a preset threshold value δ 1 , go to step 2.7); otherwise, go to step 2.4);

2.4)将第i个D2D通信对的发送功率降低至能够满足第i个D2D通信对对蜂窝用户的干扰度量值小于或等于门限值δ1的最大值其中,2.4) The transmission power of the i-th D2D communication pair reduced to be able to satisfy the i-th D2D communication pair-to-cellular user Interference measure of The maximum value less than or equal to the threshold value δ 1 in, for

2.5)若大于或等于D2D通信对的最低发射功率转至步骤2.7);否则,进入步骤2.6);2.5) If Greater than or equal to the minimum transmit power of the D2D communication pair Go to step 2.7); otherwise, go to step 2.6);

2.6)将第i个D2D通信对的通信关闭,即将其加入集合并结束第i个D2D通信对对蜂窝用户的干扰协调;2.6) Close the communication of the i-th D2D communication pair, that is, add it to the set And end the interference coordination of the i-th D2D communication pair to the cellular user;

2.7)令l=l+1;若l≤Kc则转至步骤2.2),否则结束第i个D2D通信对对蜂窝用户的干扰协调;2.7) Let l=l+1; if l≤Kc , go to step 2.2), otherwise end the interference coordination of the i-th D2D communication pair to the cellular user;

步骤五、逐个协调D2D通信对之间的干扰,其中对第i个D2D通信对协调D2D通信对之间的干扰具体如下:Step 5: Coordinate the interference between the D2D communication pairs one by one, and coordinate the interference between the D2D communication pairs for the i-th D2D communication pair as follows:

3.1)若第i个D2D通信对不属于则令j=1并进入步骤3.2);否则,结束该D2D通信对的D2D通信对间干扰协调;3.1) If the i-th D2D communication pair does not belong to Then set j=1 and enter step 3.2); otherwise, end the D2D communication inter-pair interference coordination of the D2D communication pair;

3.2)若j≠i,则进入步骤3.3);否则,进入步骤3.6);3.2) If j≠i, enter step 3.3); otherwise, enter step 3.6);

3.3)若第j个D2D通信对不属于则利用下式计算其对第i个D2D通信对的干扰度量值 3.3) If the jth D2D communication pair does not belong to Then use the following formula to calculate its interference metric value for the i-th D2D communication pair

并进入步骤3.4),其中为第j个D2D通信对的发送端TUEj与第i个D2D通信对的接收端RUEi之间的大尺度衰落因子,为第i个D2D通信对的发送端TUEi与其接收端RUEi之间的大尺度衰落因子;否则,进入步骤3.6)And go to step 3.4), where is the large-scale fading factor between the transmitter TUE j of the j-th D2D communication pair and the receiver RUE i of the i-th D2D communication pair, is the large-scale fading factor between the transmitter TUE i and the receiver RUE i of the i-th D2D communication pair; otherwise, go to step 3.6)

3.4)若小于或等于某一预设的门限值δ2,则进入步骤3.6);否则,进入步骤3.5);3.4) If is less than or equal to a certain preset threshold value δ 2 ) , then go to step 3.6); otherwise, go to step 3.5);

3.5)比较大尺度衰落因子其中为第j个D2D通信对的发送端TUEj与其接收端RUEj之间的大尺度衰落因子;若则将第j个D2D通信对的通信关闭,即将其加入集合并进入步骤3.6);否则,将第i个D2D通信对的通信关闭,即将其加入集合并结束第i个D2D通信对的D2D通信对间干扰协调;3.5) Comparing large-scale fading factors and in is the large-scale fading factor between the sending end TUE j and the receiving end RUE j of the jth D2D communication pair; if Then close the communication of the jth D2D communication pair, that is, add it to the set And enter step 3.6); otherwise, close the communication of the i-th D2D communication pair, that is, add it to the set And end the D2D communication inter-pair interference coordination of the i-th D2D communication pair;

3.6)令j=j+1;若j≤Ns,则转至步骤3.2),否则结束第i个D2D通信对的D2D通信对间干扰协调;3.6) Let j=j+1; if j≤N s , go to step 3.2), otherwise end the D2D communication inter-pair interference coordination of the i-th D2D communication pair;

步骤六、逐个对D2D通信对协调来自蜂窝的干扰,其中对第i个D2D通信对协调来自蜂窝的干扰按如下步骤进行;Step 6: Coordinating the interference from the cell for the D2D communication pair one by one, wherein the coordination of the interference from the cell for the i-th D2D communication pair is performed as follows;

4.1)若第i个D2D通信对不属于则进入步骤4.2);否则,结束对该D2D通信对来自蜂窝的干扰协调;4.1) If the i-th D2D communication pair does not belong to Then enter step 4.2); otherwise, end the D2D communication interference coordination from the cell;

4.2)计算集合中每个蜂窝用户对第i个D2D通信对的干扰度量值,假设集合中的第l个蜂窝用户为对第i个D2D通信对的干扰度量值记为其计算方法为:4.2) Calculation set The interference metric value of each cellular user to the i-th D2D communication pair in , assuming the set The lth cellular user in is but The interference metric value of the i-th D2D communication pair is denoted as Its calculation method is:

其中分别为ΛH,d,i的第个对角元和ΛV,d,i的第个对角元;in and are respectively Λ H, d, i 's diagonal elements and Λ V,d,i'th diagonal elements;

4.3)找出集合中对第i个D2D通信对的干扰度量值最大的蜂窝用户,假设为第pi个蜂窝用户对第i个D2D通信对的干扰度量值小于或等于某一预设的门限值δ3,则结束对该D2D通信对来自蜂窝的干扰协调;否则,进入步骤4.4);4.3) Find the set The cellular user with the largest interference metric value for the i-th D2D communication pair is assumed to be the p- th cellular user like Interference measure for the i-th D2D communication pair is less than or equal to a preset threshold value δ 3 , then end the interference coordination of the D2D communication to the cell; otherwise, go to step 4.4);

4.4)计算其中分别为的第a个对角元和的第b个对角元,分别为第pi个蜂窝用户的垂直发送相关阵和水平发送相关阵,矩阵为蜂窝基站与第pi个蜂窝用户之间的归一化信道矩阵, 4.4) Calculation and in and respectively The a-th diagonal element of and The bth diagonal element of , and are respectively the vertical transmission correlation matrix and the horizontal transmission correlation matrix of the p i cellular user, the matrix is the normalized channel matrix between the cellular base station and the p ith cellular user,

4.5)计算其中 vec(·)代表矩阵拉直运算,上标T为转置;4.5) Calculation in vec( ) stands for matrix straightening operation, superscript T is transpose;

4.6)计算 4.6) Calculation

4.7)重新计算第pi个蜂窝用户的波束成形向量其中q1为Q的第一列;结束对该D2D通信对来自蜂窝的干扰协调。4.7) Recalculate the p ith cellular user The beamforming vector of make Wherein, q 1 is the first column of Q; end the interference coordination of the D2D communication to the cell.

步骤七、干扰协调完毕后仅对集合中剩余的蜂窝用户进行预编码传输,将集合中的D2D通信对间的通信关闭。Step 7. After the interference coordination is completed, only the set The remaining cellular users in the precoded transmission will be aggregated The communication between the D2D communication pairs in is closed.

为使本发明中的技术方案更加清楚明白,下面对本方案进行具体描述:In order to make the technical solution among the present invention clearer, this solution is described in detail below:

考虑一种蜂窝与D2D混合通信网络,混合网络中蜂窝基站覆盖范围内存在若干与其共享下行频谱资源的D2D通信对,蜂窝基站采用均匀平面天线阵,包括Mv行垂直方向天线阵元,水平方向每行Mh个阵元,总发射功率为Pc;混合网络中蜂窝用户个数为L,第k个蜂窝用户记为CUEk;第i个D2D通信对包括发送端TUEi以及接收端RUEi,均配置单天线,其发射功率最大为最小为其中i=1,…,Ns,Ns为混合网络中D2D通信对的个数;首先将各D2D通信对的发射功率初始化为最大发射功率将通信关闭的D2D通信对集合及蜂窝基站服务用户集合初始化为空集;接着利用已知的统计信道信息计算各D2D通信对及蜂窝用户的关键参数;再进行蜂窝基站服务用户调度并计算调度出的服务用户集合中各蜂窝用户预编码向量;然后先对每个D2D通信对逐个协调其对蜂窝用户的干扰,再对逐个协调D2D通信对之间的干扰,最后对D2D通信对逐个协调来自蜂窝的干扰;干扰协调完毕后仅对集合中剩余的蜂窝用户进行预编码传输,将集合中的D2D通信对间的通信关闭。Consider a cellular and D2D hybrid communication network. In the hybrid network, there are several D2D communication pairs sharing downlink spectrum resources with the cellular base station coverage area. The cellular base station adopts a uniform planar antenna array, including M v rows of antenna elements in the vertical direction and horizontal direction There are M h array elements in each row, and the total transmission power is P c ; the number of cellular users in the hybrid network is L, and the kth cellular user is denoted as CUE k ; the i-th D2D communication pair includes the transmitting end TUE i and the receiving end RUE i , are equipped with a single antenna, and its transmit power up to minimum is Where i=1,...,N s , N s is the number of D2D communication pairs in the hybrid network; firstly, the transmission power of each D2D communication pair is initialized to the maximum transmission power Set of D2D communication pairs with communication closed and cellular base station service user set Initialize as an empty set; then use the known statistical channel information to calculate the key parameters of each D2D communication pair and cellular user; then perform cellular base station service user scheduling and calculate the scheduled service user set The precoding vectors of each cellular user; then firstly coordinate the interference to the cellular users for each D2D communication pair one by one, then coordinate the interference between the D2D communication pairs one by one, and finally coordinate the interference from the cell for each D2D communication pair one by one; the interference After reconciliation, only for collection The remaining cellular users in the precoded transmission will be aggregated The communication between the D2D communication pairs in is closed.

所述统计信道信息包括:The statistical channel information includes:

蜂窝基站与第k个蜂窝用户间信道的大尺度衰落因子其中,k=1,…,L,;第k个蜂窝用户的垂直发送相关阵和水平发送相关阵其中,矩阵Hc,k为蜂窝基站与第k个蜂窝用户之间的归一化信道矩阵,满足其第m行第n列的元素[Hc,k]m,n为蜂窝基站第m行第n列的天线阵元与第k个蜂窝用户k之间的信道系数,上标(·)H代表共轭转置,E{·}代表求均值,tr{·}代表求矩阵的迹;第i个D2D通信对的发送端TUEi与第j个D2D通信对的接收端RUEj之间的大尺度衰落因子以及蜂窝基站与RUEi间信道的大尺度衰落因子垂直发送相关阵和水平发送相关阵其中,矩阵为蜂窝基站与RUEi间的归一化信道矩阵,满足其第m行第n列的元素为蜂窝基站第m行第n列的天线阵元与RUEi间的信道系数;TUEi与第k个蜂窝用户间信道的大尺度衰落因子 Large-scale fading factor of the channel between a cellular base station and the kth cellular user Among them, k=1,...,L,; the vertical transmission correlation matrix of the kth cellular user and horizontally send correlation array Among them, the matrix H c,k is the normalized channel matrix between the cellular base station and the kth cellular user, satisfying The element [H c,k ] m,n in row m and column n is the channel coefficient between the antenna array element in row m and column n of the cellular base station and the kth cellular user k, superscript (·) H represents the conjugate transpose, E{· } represents the average value, tr{·} represents the trace of the matrix ; large-scale fading factor and the large-scale fading factor of the channel between the cell base station and RUE i Vertical Transmit Correlator and horizontally send correlation array Among them, the matrix is the normalized channel matrix between the cell base station and RUE i , satisfying The element in the mth row and the nth column is the channel coefficient between the antenna element in row m and column n of the cellular base station and RUE i ; the large-scale fading factor of the channel between TUE i and the kth cellular user

具体的一种蜂窝与D2D混合通信网络的下行传输与干扰协调方法包括以下步骤:A specific downlink transmission and interference coordination method of a cellular and D2D hybrid communication network includes the following steps:

步骤一、将各D2D通信对的发射功率初始化为最大发射功率将通信关闭的D2D通信对集合及蜂窝基站服务用户集合初始化为空集;Step 1. Initialize the transmit power of each D2D communication pair to the maximum transmit power Set of D2D communication pairs with communication closed and cellular base station service user set initialized to an empty set;

步骤二、利用已知的统计信道信息计算各D2D通信对及蜂窝用户的关键参数,包括:Step 2. Using the known statistical channel information to calculate the key parameters of each D2D communication pair and cellular user, including:

1)对第k个蜂窝用户CUEk,k=1,…,L,计算其中分别为Mv×Mv和Mh×Mh的DFT矩阵,其第m行第n列的元素分别为e为自然底数,j′虚数单位;1) For the kth cellular user CUE k , k=1,...,L, calculate and in and are the DFT matrices of M v ×M v and M h ×M h respectively, and the elements of the mth row and the nth column are respectively and e is the natural base, and j' is the imaginary unit;

2)对第k个蜂窝用户CUEk,k=1,…,L,计算其中分别为ΛV,c,k的第a个对角元和ΛH,c,k的第b个对角元,并令以及 2) For the kth cellular user CUE k , k=1,...,L, calculate and in and are respectively the a-th diagonal element of Λ V, c, k and the b-th diagonal element of Λ H, c, k , and let as well as

3)对RUEi,i=1,…,Ns,计算 3) For RUE i , i=1,...,N s , calculate and

步骤三、按如下步骤进行蜂窝基站服务用户调度并计算调度出的服务用户集合中各蜂窝用户预编码向量:Step 3: Carry out cellular base station service user scheduling and calculate the scheduled service user set according to the following steps Each cellular user precoding vector in:

1.1)选择N′+1个整数和M′+1个整数满足以及其中N′为小于Mh的正整数,M′为小于Mv的正整数;1.1) Select N'+1 integers and M′+1 integers Satisfy as well as Wherein N' is a positive integer less than M h , and M' is a positive integer less than M v ;

1.2)将所有的L个蜂窝用户划分为M′N′组,划分准则为:若第k个蜂窝用户满足则将其划入组其中, 1.2) Divide all L cellular users into M'N' groups, and the division criterion is: if the kth cellular user satisfies and put it in the group in,

1.3)从每组蜂窝用户中选出其的乘积最大的蜂窝用户,选出的蜂窝用户数记为 1.3) From each group of cellular users select their and The cellular user whose product is the largest, the number of selected cellular users is denoted as

1.4)若其中K为蜂窝基站同时服务的最大用户数,则将步骤1.3)中选出的蜂窝用户加入蜂窝基站服务用户集合否则,从步骤1.3)选出的个蜂窝用户中,选出其的乘积最大的K个蜂窝用户,将其加入蜂窝基站服务用户集合蜂窝服务用户集合中蜂窝用户个数记为Kc1.4) If Where K is the maximum number of users served by the cellular base station at the same time, then the cellular users selected in step 1.3) are added to the cellular base station service user set Otherwise, the selected from step 1.3) Among the cellular users, select the and The K cellular users with the largest product will be added to the service user set of the cellular base station Collection of Cellular Service Users The number of cellular users is denoted as K c ;

1.5)对集合中的各蜂窝用户计算器波束成形向量,假设集合中的第l个蜂窝用户为其波束成形向量的计算方法为其中l=1,…,Kc代表Kroneck积运算,上标(·)*代表共轭,为矩阵的第列,为矩阵的第列;1.5) pair set Beamforming vectors for each cellular user computer in , assuming the set The lth cellular user in is Its beamforming vector The calculation method is where l=1,...,K c , stands for Kroneck product operation, superscript ( ) * stands for conjugate, for the matrix First List, for the matrix First List;

步骤四、对每个D2D通信对逐个协调其对蜂窝用户的干扰,其中对第i个D2D通信对协调其对蜂窝用户的干扰具体如下:Step 4: For each D2D communication pair, coordinate its interference to the cellular user one by one, and coordinate the interference to the cellular user for the i-th D2D communication pair as follows:

2.1)若第i个D2D通信对不属于则令l=1并进入步骤2.2);否则,结束该D2D通信对对蜂窝用户的干扰协调;2.1) If the i-th D2D communication pair does not belong to Then let l=1 and enter step 2.2); otherwise, end the interference coordination of the D2D communication pair to the cellular user;

2.2)计算第i个D2D通信对对集合中的第l个蜂窝用户,假设为的干扰度量值 2.2) Calculate the i-th D2D communication pair set The lth cellular user in , assuming Interference measure of

其中为蜂窝基站与第kl个蜂窝用户间信道的大尺度衰落因子,为TUEi与第kl个蜂窝用户间信道的大尺度衰落因子,分别为的第个对角元和的第个对角元,分别为第kl个蜂窝用户的垂直发送相关阵和水平发送相关阵,矩阵为蜂窝基站与第kl个蜂窝用户之间的归一化信道矩阵,分别为的第a个对角元和的第b个对角元;in is the large-scale fading factor of the channel between the cellular base station and the k lth cellular user, is the large-scale fading factor of the channel between TUE i and the k lth cellular user, and respectively First diagonal elements and First diagonal elements, and are the vertical transmission correlation matrix and horizontal transmission correlation matrix of the k lth cellular user respectively, matrix is the normalized channel matrix between the cellular base station and the k lth cellular user, and respectively The a-th diagonal element of and The bth diagonal element of ;

2.3)若小于或等于某一预设的门限值δ1,转至步骤2.7);否则,进入步骤2.4);2.3) If is less than or equal to a preset threshold value δ 1 , go to step 2.7); otherwise, go to step 2.4);

2.4)将第i个D2D通信对的发送功率降低至能够满足第i个D2D通信对对蜂窝用户的干扰度量值小于或等于门限值δ1的最大值其中,2.4) The transmission power of the i-th D2D communication pair reduced to be able to satisfy the i-th D2D communication pair-to-cellular user Interference measure of The maximum value less than or equal to the threshold value δ 1 in, for

2.5)若大于或等于D2D通信对的最低发射功率转至步骤2.7);否则,进入步骤2.6);2.5) If Greater than or equal to the minimum transmit power of the D2D communication pair Go to step 2.7); otherwise, go to step 2.6);

2.6)将第i个D2D通信对的通信关闭,即将其加入集合并结束第i个D2D通信对对蜂窝用户的干扰协调;2.6) Close the communication of the i-th D2D communication pair, that is, add it to the set And end the interference coordination of the i-th D2D communication pair to the cellular user;

2.7)令l=l+1;若l≤Kc则转至步骤2.2),否则结束第i个D2D通信对对蜂窝用户的干扰协调;2.7) Let l=l+1; if l≤Kc , go to step 2.2), otherwise end the interference coordination of the i-th D2D communication pair to the cellular user;

步骤五、逐个协调D2D通信对之间的干扰,其中对第i个D2D通信对协调D2D通信对之间的干扰具体如下:Step 5: Coordinate the interference between the D2D communication pairs one by one, and coordinate the interference between the D2D communication pairs for the i-th D2D communication pair as follows:

3.1)若第i个D2D通信对不属于则令j=1并进入步骤3.2);否则,结束该D2D通信对的D2D通信对间干扰协调;3.1) If the i-th D2D communication pair does not belong to Then set j=1 and enter step 3.2); otherwise, end the D2D communication inter-pair interference coordination of the D2D communication pair;

3.2)若j≠i,则进入步骤3.3);否则,进入步骤3.6);3.2) If j≠i, enter step 3.3); otherwise, enter step 3.6);

3.3)若第i个D2D通信对不属于则利用下式计算其对第i个D2D通信对的干扰度量值 3.3) If the i-th D2D communication pair does not belong to Then use the following formula to calculate its interference metric value for the i-th D2D communication pair

并进入步骤3.4),其中为第j个D2D通信对的发送端TUEj与第i个D2D通信对的接收端RUEi之间的大尺度衰落因子,为第i个D2D通信对的发送端TUEi与其接收端RUEi之间的大尺度衰落因子;否则,进入步骤3.6)And go to step 3.4), where is the large-scale fading factor between the transmitter TUE j of the j-th D2D communication pair and the receiver RUE i of the i-th D2D communication pair, is the large-scale fading factor between the transmitter TUE i and the receiver RUE i of the i-th D2D communication pair; otherwise, go to step 3.6)

3.4)若小于或等于某一预设的门限值δ2,则进入步骤3.6);否则,进入步骤3.5);3.4) If is less than or equal to a certain preset threshold value δ 2 ) , then go to step 3.6); otherwise, go to step 3.5);

3.5)比较大尺度衰落因子其中为第j个D2D通信对的发送端TUEj与其接收端RUEj之间的大尺度衰落因子;若则将第j个D2D通信对的通信关闭,即将其加入集合并进入步骤3.6);否则,将第i个D2D通信对的通信关闭,即将其加入集合并结束第i个D2D通信对的D2D通信对间干扰协调;3.5) Comparing large-scale fading factors and in is the large-scale fading factor between the sending end TUE j and the receiving end RUE j of the jth D2D communication pair; if Then close the communication of the jth D2D communication pair, that is, add it to the set And enter step 3.6); otherwise, close the communication of the i-th D2D communication pair, that is, add it to the set And end the D2D communication inter-pair interference coordination of the i-th D2D communication pair;

3.6)令j=j+1;若j≤Ns,则转至步骤3.2),否则结束第i个D2D通信对的D2D通信对间干扰协调;3.6) Let j=j+1; if j≤N s , go to step 3.2), otherwise end the D2D communication inter-pair interference coordination of the i-th D2D communication pair;

步骤六、逐个对D2D通信对协调来自蜂窝的干扰,其中对第i个D2D通信对协调来自蜂窝的干扰按如下步骤进行;Step 6: Coordinating the interference from the cell for the D2D communication pair one by one, wherein the coordination of the interference from the cell for the i-th D2D communication pair is performed as follows;

4.1)若第i个D2D通信对不属于则进入步骤4.2);否则,结束对该D2D通信对来自蜂窝的干扰协调;4.1) If the i-th D2D communication pair does not belong to Then enter step 4.2); otherwise, end the D2D communication interference coordination from the cell;

4.2)计算集合中每个蜂窝用户对第i个D2D通信对的干扰度量值,假设集合中的第l个蜂窝用户为对第i个D2D通信对的干扰度量值记为其计算方法为:4.2) Calculation set The interference metric value of each cellular user to the i-th D2D communication pair in , assuming the set The lth cellular user in is but The interference metric value of the i-th D2D communication pair is denoted as Its calculation method is:

其中分别为ΛH,d,i的第个对角元和ΛV,d,i的第个对角元;in and are respectively Λ H, d, i 's diagonal elements and Λ V,d,i'th diagonal elements;

4.3)找出集合中对第i个D2D通信对的干扰度量值最大的蜂窝用户,假设为第pi个蜂窝用户对第i个D2D通信对的干扰度量值小于或等于某一预设的门限值δ3,则结束对该D2D通信对来自蜂窝的干扰协调;否则,进入步骤4.4);4.3) Find the set The cellular user with the largest interference metric value for the i-th D2D communication pair is assumed to be the p- th cellular user like Interference measure for the i-th D2D communication pair is less than or equal to a preset threshold value δ 3 , then end the interference coordination of the D2D communication to the cell; otherwise, go to step 4.4);

4.4)计算其中分别为的第a个对角元和的第b个对角元,分别为第pi个蜂窝用户的垂直发送相关阵和水平发送相关阵,矩阵为蜂窝基站与第pi个蜂窝用户之间的归一化信道矩阵, 4.4) Calculation and in and respectively The a-th diagonal element of and The bth diagonal element of , and are respectively the vertical transmission correlation matrix and the horizontal transmission correlation matrix of the p i cellular user, the matrix is the normalized channel matrix between the cellular base station and the p ith cellular user,

4.5)计算其中 vec(·)代表矩阵拉直运算,上标T为转置;4.5) Calculation in vec( ) stands for matrix straightening operation, superscript T is transpose;

4.6)计算 4.6) Calculation

4.7)重新计算第pi个蜂窝用户的波束成形向量其中q1为Q的第一列;结束对该D2D通信对来自蜂窝的干扰协调。4.7) Recalculate the p ith cellular user The beamforming vector of make Wherein, q 1 is the first column of Q; end the interference coordination of the D2D communication to the cell.

步骤七、干扰协调完毕后仅对集合中剩余的蜂窝用户进行预编码传输,将集合中的D2D通信对间的通信关闭。Step 7. After the interference coordination is completed, only the set The remaining cellular users in the precoded transmission will be aggregated The communication between the D2D communication pairs in is closed.

以上所述仅是本发明的优选实施方式,应当指出,对于本技术领域的普通技术人员来说,在不脱离本发明原理的前提下,还可以做出若干改进和润饰,这些改进和润饰也应视为本发明的保护范围。The above is only a preferred embodiment of the present invention, it should be pointed out that, for those of ordinary skill in the art, without departing from the principle of the present invention, some improvements and modifications can also be made, and these improvements and modifications can also be made. It should be regarded as the protection scope of the present invention.

Claims (9)

1. A downlink transmission and interference coordination method for a cellular and D2D hybrid communication network, comprising the steps of:
step one, a plurality of D2D communication pairs sharing downlink frequency spectrum resources with the cellular base station exist in the coverage area of the cellular base station in the hybrid network, and the cellular base station adopts a uniform planar antenna array and comprises an MvThe antenna elements are arranged in the vertical direction, and each row in the horizontal direction is MhArray element with total transmitting power of Pc(ii) a The number of cellular users in the hybrid network is L, and the kth cellular user is recorded as CUEk(ii) a The ith D2D communication pair includesSending terminal TUEiAnd receiving end RUEiAll equipped with a single antenna, the transmission power of whichMaximum isAt a minimum ofWherein, i is 1, …, Ns,NsThe number of D2D communication pairs in the hybrid network;
firstly, the transmission power of each D2D communication pairInitialisation to maximum transmit powerD2D communication pair set with communication closedAnd cellular base station serving user setInitializing to an empty set;
secondly, calculating key parameters of each D2D communication pair and a cellular user by using the known statistical channel information;
step three, carrying out cellular base station service user scheduling and calculating a scheduled service user setPrecoding vectors of each cellular user;
step four, coordinating interference of each D2D communication pair on cellular users one by one;
step five, coordinating interference between D2D communication pairs one by one;
step six, coordinating interference from the cells for D2D communication pairs one by one;
step seven, only the sets are collected after the interference coordination is finishedThe rest cellular users carry out pre-coding transmission and are collectedThe communication between the D2D communication pair in (1) is closed.
2. The method as claimed in claim 1, wherein the statistical channel information in step two comprises:
large scale fading factor of channel between cellular base station and kth cellular userWhere k is 1, …, L, vertical transmit correlation matrix for kth cellular userCorrelation array for horizontal transmissionWherein, the matrix Hc,kIs a normalized channel matrix between the cellular base station and the k cellular userElement [ H ] of mth row and nth columnc,k]m,nFor the channel coefficient between the m row and n column antenna element of the cellular base station and the k cellular user, superscript (-) isHRepresenting conjugate transpose, E {. cndot } representing averaging, tr {. cndot } representing trace of matrix; transmitting end TUE of ith D2D communication pairiReceiving end RUE of j-th communication pair D2DjLarge scale fading factor in betweenAnd cellular base station and RUEiLarge scale fading factor of inter-channelVertical transmit correlation arrayCorrelation array for horizontal transmissionWherein, the matrixFor cellular base stations and RUEsiNormalized channel matrix of cells satisfyingElement [ H ] of mth row and nth columndi]m,nFor the m row and n column antenna element and RUE of the cellular base stationiInter-channel coefficients; TUEiLarge scale fading factor of channel with kth cellular user
3. The downlink transmission and interference coordination method for a cellular and D2D hybrid communication network according to claim 2, wherein the step two in which the cellular base station calculates the key parameters of each D2D communication pair and the cellular user by using the statistical channel information includes:
1) for the k cellular user, calculateAndwherein,andare respectively Mv×MvAnd Mh×MhThe elements of the m-th row and the n-th column of the DFT matrix are respectivelyAnde is a natural base number, j' is an imaginary unit;
2) for the k cellular user, calculateAndwherein,andare respectively ΛV,c,kA diagonal element sum ofH,c,kThe b-th diagonal element of (1), andand
3) for RUEiCalculatingAnd
4. the method as claimed in claim 3, wherein the third step is as follows:
1.1) selection of N' +1 integersAnd M' +1 integersSatisfy the requirement ofAndwherein N' is less than MhM' is less than MvA positive integer of (d);
1.2) dividing all L cellular users into M 'N' groups, wherein the division criterion is as follows: if the k cellular user is satisfiedAnd isThen it is classified into groups
1.3) selecting one from each group of cellular usersAndthe selected cell users are counted as the cell users with the largest product
1.4) ifWherein K is the maximum number of users served by the cellular base station at the same time, adding the cellular user selected in the step 1.3) into the cellular base station service user setOtherwise, selected from step 1.3)Among cellular users, selects itAndthe K cellular users with the maximum product are added into the cellular base station service user setCellular service user setThe number of the Chinese cell users is recorded as Kc
1.5) set of pairsEach cellular user in (1) calculates its beamforming vector, setThe first cellular user in (1) isIts beam forming vectorIs calculated byWhere l is 1, …, KcRepresenting the operation of the Kroneck product, superscript (. cndot.)*Represents the conjugate of the compound (I),is a matrixTo (1) aThe columns of the image data are,is a matrixTo (1) aAnd (4) columns.
5. The method of claim 4, wherein the interference coordination method for downlink transmission of cellular and D2D hybrid communication network is specifically as follows for the ith D2D communication pair in the fourth step:
2.1) if the ith D2D communication pair does not belong toLet l equal to 1 and go to step 2.2); otherwise, ending the interference coordination of the D2D communication pair to the cellular user;
2.2) computing the set of i-th D2D communication pairsThe ith cellular user inInterference metric of
2.3) ifLess than or equal to a predetermined threshold value delta1Go to step 2.7); otherwise, entering step 2.4);
2.4) Transmission Power of the ith D2D communication pairDown to the point where the ith D2D communication pair can be satisfied for cellular usersInterference metric ofIs less than or equal to the threshold value delta1Maximum value of
2.5) ifGreater than or equal to D2D communication pairMinimum transmission power ofGo to step 2.7); otherwise, entering step 2.6);
2.6) close communication of the ith D2D communication pair, i.e. join it into the setAnd end the interference coordination of the ith D2D communication pair to the cellular user;
2.7) let l ═ l + 1; if l is less than or equal to KcGo to step 2.2), otherwise end the interference coordination for the cellular user by the ith D2D communication pair.
6. The downlink transmission and interference coordination method for cellular and D2D hybrid communication network as claimed in claim 5, wherein in said fifth step, the interference between the i-th D2D communication pair and the coordinated D2D communication pair is specifically as follows:
3.1) if the ith D2D communication pair does not belong toLet j equal 1 and go to step 3.2); otherwise, ending the D2D communication pair interference coordination of the D2D communication pair;
3.2) if j ≠ i, then step 3.3) is entered; otherwise, entering step 3.6);
3.3) if the jth D2D communication pair does not belong toThen its interference metric value for the ith D2D communication pair is calculated using the following equation
<mrow> <msub> <mi>J</mi> <mrow> <msub> <mi>d</mi> <mi>j</mi> </msub> <mo>,</mo> <msub> <mi>d</mi> <mi>i</mi> </msub> </mrow> </msub> <mo>=</mo> <msub> <mi>&amp;beta;</mi> <msub> <mi>d</mi> <mrow> <mi>j</mi> <mo>,</mo> <mi>i</mi> </mrow> </msub> </msub> <mo>/</mo> <msub> <mi>&amp;beta;</mi> <msub> <mi>d</mi> <mrow> <mi>i</mi> <mo>,</mo> <mi>i</mi> </mrow> </msub> </msub> <mo>,</mo> </mrow>
And go to step 3.4) whereTransmitting end TUE for jth D2D communication pairjReceiving end RUE of communication pair with i-th D2DiA large-scale fading factor in between,transmitting end TUE for ith D2D communication pairiAnd its receiving end RUEiLarge scale fading factors in between; otherwise, entering step 3.6);
3.4) ifLess than or equal to a predetermined threshold value delta2Then go to step 3.6); otherwise, entering step 3.5);
3.5) larger scale fading factorAndwhereinTransmitting end TUE for jth D2D communication pairjAnd its receiving endRUEjLarge scale fading factors in between; if it isThen the communication of the jth D2D communication pair is closed, i.e. joined to the setAnd go to step 3.6); otherwise, the communication of the ith D2D communication pair is closed, i.e. added to the setAnd end the D2D communication pair inter-pair interference coordination for the ith D2D communication pair;
3.6) let j ═ j + 1; if j is less than or equal to NsGo to step 3.2), otherwise end the inter-D2D communication pair interference coordination of the i-th D2D communication pair.
7. The method of claim 6, wherein the step six of coordinating interference from the cell for the ith D2D communication pair is performed by the following steps:
4.1) if the ith D2D communication pair does not belong toStep 4.2) is entered; otherwise, ending the interference coordination from the D2D communication to the cell;
4.2) computing the setThe interference metric value of each cellular user to the ith D2D communication pair is setThe first cellular user in (1) isThenThe interference metric for the ith D2D communication pair is recorded as
4.3) finding collectionsThe cellular user with the largest interference metric value for the ith D2D communication pair is set as the pthiA cellular subscriberIf it isInterference metric value for ith D2D communication pairLess than or equal to a predetermined threshold value delta3Then the interference coordination from the macro cell for the D2D communication is ended; otherwise, entering step 4.4);
4.4) calculationAndwhereinAndare respectively asA diagonal element ofThe b-th diagonal element of (a),andare respectively piVertical and horizontal transmit correlation arrays, matrices, for individual cellular usersIs a cellular base station and the p-thiA normalized channel matrix between the individual cellular users,
4.5) calculationWherein vec (-) represents matrix straightening operation, and superscript T is transposition;
4.6) calculation
4.7) recalculating the p-thiA cellular subscriberBeamforming vector ofOrder toWherein q is1A first column of Q; the interference coordination from the cell for the D2D communication is ended.
8. The downlink transmission and interference coordination method for cellular and D2D hybrid communication network according to claim 7, wherein the ith D2D communication pair in step 2.2) is kthlInterference metric for individual cellular usersThe calculation method comprises the following steps:
<mrow> <msub> <mi>J</mi> <mrow> <msub> <mi>d</mi> <mi>i</mi> </msub> <mo>,</mo> <msub> <mi>k</mi> <mi>l</mi> </msub> </mrow> </msub> <mo>=</mo> <mfrac> <mrow> <msub> <mi>K</mi> <mi>c</mi> </msub> <msub> <mi>P</mi> <msub> <mi>d</mi> <mi>i</mi> </msub> </msub> <msub> <mi>&amp;beta;</mi> <mrow> <msub> <mi>d</mi> <mi>i</mi> </msub> <mo>,</mo> <msub> <mi>k</mi> <mi>l</mi> </msub> </mrow> </msub> </mrow> <mrow> <msubsup> <mi>&amp;lambda;</mi> <mrow> <mi>V</mi> <mo>,</mo> <mi>c</mi> <mo>,</mo> <msub> <mi>k</mi> <mi>l</mi> </msub> </mrow> <mrow> <mo>(</mo> <msub> <mi>v</mi> <msub> <mi>k</mi> <mi>l</mi> </msub> </msub> <mo>)</mo> </mrow> </msubsup> <msubsup> <mi>&amp;lambda;</mi> <mrow> <mi>H</mi> <mo>,</mo> <mi>c</mi> <mo>,</mo> <msub> <mi>k</mi> <mi>l</mi> </msub> </mrow> <mrow> <mo>(</mo> <msub> <mi>h</mi> <msub> <mi>k</mi> <mi>l</mi> </msub> </msub> <mo>)</mo> </mrow> </msubsup> <msub> <mi>P</mi> <mi>c</mi> </msub> <msub> <mi>&amp;beta;</mi> <msub> <mi>c</mi> <msub> <mi>k</mi> <mi>l</mi> </msub> </msub> </msub> </mrow> </mfrac> <mo>,</mo> </mrow>
and is satisfied in step 2.4)Is less than or equal to the threshold value delta1Maximum transmission power ofIs composed of
<mrow> <msub> <mover> <mi>P</mi> <mo>&amp;OverBar;</mo> </mover> <msub> <mi>d</mi> <mi>i</mi> </msub> </msub> <mo>=</mo> <msub> <mi>&amp;delta;</mi> <mn>1</mn> </msub> <msub> <mi>P</mi> <mi>c</mi> </msub> <msub> <mi>&amp;beta;</mi> <msub> <mi>c</mi> <msub> <mi>k</mi> <mi>l</mi> </msub> </msub> </msub> <msubsup> <mi>&amp;lambda;</mi> <mrow> <mi>V</mi> <mo>,</mo> <mi>c</mi> <mo>,</mo> <msub> <mi>k</mi> <mi>l</mi> </msub> </mrow> <mrow> <mo>(</mo> <msub> <mi>v</mi> <msub> <mi>k</mi> <mi>l</mi> </msub> </msub> <mo>)</mo> </mrow> </msubsup> <msubsup> <mi>&amp;lambda;</mi> <mrow> <mi>H</mi> <mo>,</mo> <mi>c</mi> <mo>,</mo> <msub> <mi>k</mi> <mi>l</mi> </msub> </mrow> <mrow> <mo>(</mo> <msub> <mi>h</mi> <msub> <mi>k</mi> <mi>l</mi> </msub> </msub> <mo>)</mo> </mrow> </msubsup> <mo>/</mo> <msub> <mi>K</mi> <mi>c</mi> </msub> <msub> <mi>&amp;beta;</mi> <mrow> <msub> <mi>d</mi> <mi>i</mi> </msub> <mo>,</mo> <msub> <mi>k</mi> <mi>l</mi> </msub> </mrow> </msub> <mo>,</mo> </mrow>
WhereinIs a cellular base station and klThe large scale fading factor of the channel between the cellular users,is TUEiAnd k islThe large scale fading factor of the channel between the cellular users,andare respectively asTo (1) aA pair of angle elementsTo (1) aThe number of the diagonal elements is equal to the number of the diagonal elements,andare respectively klVertical and horizontal transmit correlation arrays, matrices, for individual cellular usersIs a cellular base station and klA normalized channel matrix between the individual cellular users, andare respectively asA diagonal element ofThe b-th diagonal element of (1).
9. The downlink transmission and interference coordination for a cellular and D2D hybrid communication network according to claim 8The method is characterized in that the method is integrated in the step 4.2)The first macrocell user is set asInterference metric value for ith D2D communication pairThe calculation method comprises the following steps:
<mrow> <msub> <mi>J</mi> <mrow> <msub> <mi>k</mi> <mi>l</mi> </msub> <mo>,</mo> <msub> <mi>d</mi> <mi>i</mi> </msub> </mrow> </msub> <mo>=</mo> <mfrac> <mrow> <msubsup> <mi>&amp;lambda;</mi> <mrow> <mi>V</mi> <mo>,</mo> <mi>d</mi> <mo>,</mo> <mi>i</mi> </mrow> <mrow> <mo>(</mo> <msub> <mi>v</mi> <msub> <mi>k</mi> <mi>l</mi> </msub> </msub> <mo>)</mo> </mrow> </msubsup> <msubsup> <mi>&amp;lambda;</mi> <mrow> <mi>H</mi> <mo>,</mo> <mi>d</mi> <mo>,</mo> <mi>i</mi> </mrow> <mrow> <mo>(</mo> <msub> <mi>h</mi> <msub> <mi>k</mi> <mi>l</mi> </msub> </msub> <mo>)</mo> </mrow> </msubsup> <msub> <mi>P</mi> <mi>c</mi> </msub> <msub> <mi>&amp;beta;</mi> <mrow> <mi>c</mi> <mo>,</mo> <msub> <mi>d</mi> <mi>i</mi> </msub> </mrow> </msub> </mrow> <mrow> <msub> <mi>K</mi> <mi>c</mi> </msub> <msub> <mi>P</mi> <msub> <mi>d</mi> <mi>i</mi> </msub> </msub> <msub> <mi>&amp;beta;</mi> <msub> <mi>d</mi> <mrow> <mi>i</mi> <mo>,</mo> <mi>i</mi> </mrow> </msub> </msub> </mrow> </mfrac> <mo>,</mo> </mrow>
whereinAndare respectively ΛH,d,iTo (1) aA diagonal element sum ΛV,d,iTo (1) aAnd a diagonal element.
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