基于超模博弈的认知无线Ad hoc网络分布式功率控制技术  

Distributed power control technique of cognitive radioAd hoc network based on supermodel game

作　　者：李湘鲁[1] 侯冬 田杰 LI Xianglu;HOU Dong;TIAN Jie(Institute of Electronic Engineering,China Academy of Engineering Physics,Mianyang,Sichuan 621900,P.R.China;School of Automation Engineering,University of Electronic Science and Technology of China,Chengdu 611731,P.R.China)

机构地区：[1]中国工程物理研究院电子工程研究所,四川绵阳621900 [2]电子科技大学自动化工程学院,成都611731

出　　处：《重庆大学学报》2021年第9期117-131,共15页Journal of Chongqing University

基　　金：中国工程物理研究院基础研究基金(CX20200010);国家自然科学基金资助项目(61771410,61871084,61601084)。

摘　　要：考虑一种交织(Interweave)模式下的单跳认知无线Ad hoc网络(CRAHN)应用场景,针对次用户(SU)组成的Ad hoc网络提出一种分布式功率控制技术,以最大化提高次网络容量。SU网络通过频谱感知来探测主用户(PU)所在授权频段的使用情况。一旦授权频段空闲,次网络中的SU将利用授权频谱进行并发通信,目标是通过优化各SU的发射功率,以达到次网络频谱效率最大化。首先根据应用场景给出了网络容量优化近似模型,为了解决该非凸问题,将网络容量优化模型建立为等效博弈模型,并在不同的SINR条件下证明了Nash均衡的存在性和唯一性,最终提出基于Gradient Play的分布式功率控制算法来实现资源最优分配。仿真结果表明,该算法可在保证收敛性的同时、支持一定的并发通信用户数、提高该网络系统的频谱效率。In this paper,a distributed power control technique is proposed for Ad hoc network composed of secondary users(SU)within a single-hop cognitive radio Ad hoc network(CRAHN)application scenario in Interweave mode to maximize the capacity of the secondary network.Once authorized spectrum becomes idle,SUs in the secondary network will use authorized spectrum for concurrent communication,which aims at optimizing the transmission power of each SU so as to optimize the network spectrum efficiency.We first introduce the optimization approximation model of network capacity according to the given application scenario.In order to solve the non-convex problem,we establish the equivalent game model based on the network capacity optimization problem.Then we prove the existence and uniqueness of Nash equilibrium under the condition of different SINR.Finally,we propose a distributed power control algorithm based on Gradient Play method to realize optimal resource allocation.Simulation results show that the proposed algorithm can support a certain number of concurrent communication users and improve the spectral efficiency of the network system to a certain degree.

关 键 词：频谱效率 认知无线Ad hoc网络 Gradient Play 超模博弈 

分 类 号：TP393[自动化与计算机技术—计算机应用技术]