计算机与数字工程2019，Vol.47Issue(2)：373-376,4.DOI:10.3969/j.issn.1672-9722.2019.02.023
基于Q学习的Ad Hoc网络路由协议的改进与研究
Improvement and Research of Ad hoc Network Routing Protocol Based on Q Learning
摘要
Abstract
Q-learning can effectively guarantee the reliability of Ad Hoc network. In this paper,heuristic Q-learning algo?rithm is applied to the routing search of standby multipath on-demand routing protocol,which integrates traditional Q-learning algo?rithm to adjust the routing cycle life according to the network status,and improves the adaptability of routing to dynamic traffic dis?tribution. The NS3 network model is established to analyze the delay,throughput and overhead of wireless network. The results show that the optimized routing protocol is more suitable for mobile Ad Hoc networks with changeable states.关键词
Q学习/Ad Hoc网络/NS3/负载均衡Key words
Q learning/Ad-Hoc network/NS3/load balancing分类
信息技术与安全科学引用本文复制引用
刘芬,隋天宇,王叶群..基于Q学习的Ad Hoc网络路由协议的改进与研究[J].计算机与数字工程,2019,47(2):373-376,4.基金项目
国家自然科学基金青年科学基金项目(编号:61309024)资助. （编号:61309024）
