移动自组织网络拓扑控制的分布式多智能体算法

A. Konak
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引用次数: 7

摘要

不需要固定的基础设施,移动自组织网络(manet)有许多应用领域,包括传感器网络、车辆网络、机器人群和灾难应急网络。另一方面,manet具有动态拓扑结构,可能由于节点的移动性而断开连接。本文提出了一种改进的群集算法,利用自主智能代理来维持MANET的连通性。在提出的群集算法中,智能体根据其邻域的大小动态修改其行为参数。通过仿真研究验证了新算法的性能。仿真结果表明,该算法优于先前的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A distributed multi-agent algorithm for topology control in mobile ad-hoc networks
Without requiring a fixed infrastructure, Mobile Ad Hoc Networks (MANETs) has many application areas, including sensor networks, vehicular networks, robot swarms, and disaster emergency networks. On the other hand, MANETs have dynamic topologies that could be disconnected because of the mobility of nodes. This paper presents an improved flocking algorithm to maintain the connectivity of a MANET using autonomous and intelligent agents. In the proposed flocking algorithm, agents modify their behavior parameters dynamically based on the size of their neighborhoods. A simulation study is conducted to investigate the performance of the new algorithm. Simulation results show that the algorithm outperforms earlier approaches.
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