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一种基于博弈协调策略的通信网络优化算法
陈瑞霞,海洁,庞学民,吴青娥
0
(1.郑州西亚斯学院 电信与智能制造学院,郑州 451150;2.上海第二工业大学 计算机与信息工程学院,上海 201209)
摘要:
针对通信系统中信息流拥挤与通信阻塞问题,提出了一种基于博弈协调策略算法的通信网络优化模型。研究了一种博弈协调策略新算法,设计了请求事件、响应总队长计算模型,构建了一种通信信号区域协调新模型;对冗余请求事件和响应提出了冗余信息滤除方法。协调优化了给定区域内多路通信信号,通过仿真计算比较了在不同的协调概率情况下的通信效果,结果表明,所提算法平均通信准确度和通信速度较现有常用Pursuit-evasion game算法分别提高了19.03%和1.37 ms,且具有更强抗干扰能力。研究结论可对急诊、火警、加密传输、军事通信、密集资源优化调度等领域提供基础方法和数据支撑。
关键词:  通信网络  通信阻塞  区域协调  冗余信息滤除
DOI:10.20079/j.issn.1001-893x.240422001
基金项目:河南省科技攻关项目(232102210034);郑州西亚斯学院重点学科信息与通信工程(0810)
A Communication Network Optimization Algorithm Based on Game Coordination Strategy
CHEN Ruixia,HAI Jie,PANG Xuemin,WU Qing’e
(1.School of Telecommunications and Intelligent Manufacturing,Zhengzhou Sias University,Zhengzhou 451150,China;2.School of Computer and Information Engineering,Shanghai Polytechnic University,Shanghai 201209,China)
Abstract:
For the issues of information flow congestion and communication congestion in communication system,a communication network optimization model system based on game coordination strategy algorithm is proposed.A new algorithm of game coordination strategy is developed,with calculation model of request event and response total length designed,thereby constructing a new communication signal regional coordination model.A redundant information filtering method is proposed for redundant request events and responses.The multi-channel communication signals in a given area are coordinated and optimized,and the simulation calculation is completed to compare the communication effect under different coordination probabilities.From experimental comparison results,the average communication accuracy and communication speed of the algorithm proposed in this paper have been improved by 19.03% and 1.37 ms respectively compared to the commonly used Pursuit-evasion game algorithm,and it has stronger anti-interference ability.This research can provide fundamental methods and data support for emergency treatment,fire alarm,encrypted transmission,military communication,intensive resource optimization scheduling and other fields.
Key words:  communication network  communication blocking  regional coordination  redundant information filtering