Fitness Sorted Red Deer-Cat Swarm Optimization-based Autonomous QoS-aware Multicast Communication System in MANET

Sanjaya Kumar Sarangi, M. Panda, P. K. Behera
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引用次数: 1

Abstract

A mobile ad hoc network (MANET) is a set of autonomous mobile devices connected by wireless links in a distributed manner and without a fixed infrastructure. Mobile Ad-Hoc Networks (MANETs) is considered as an infrastructure-less and constant self-configured network of wireless devices. Here, multicast has emerged as an efficient tool for communication. Recently, distinct research works have been studied in wireless MANETs for designing multicast routing protocols. Multicasting is a procedure used for allowing the users to send the same messages simultaneously to a set of users. Though, it suffers from different problems regarding implementation in ad-hoc networks owing to its shorter battery lifetime, and lack of bandwidth dynamic nature of the mobile devices. Hence, the main aim of this paper is to propose a new QoS-aware multi-cast routing protocol in MANET using the hybrid meta-heuristic algorithm. The proposed routing protocol will focus on the development of a hybrid meta-heuristic-based “reliable neighbor nodes selection” scheme over the Multicast Ad-Hoc on Demand Distance Vector routing protocol (MAODV) protocol. The “reliable neighbor nodes selection” is accomplished by Fitness sorted Red Deer-Cat Swarm Optimization (FRD-CSO) algorithm focusing on the constraints like energy model, mobility model, and reliability pair factor. Once the optimal node selection is performed, the proposed QoS-aware protocol is validated by the route discovery mechanism and route reply process. The simulation has been performed to show the efficiency of the designed multicast routing over other multicast routing protocols that demonstrates the noteworthy enhancement in terms of diverse performance measures.
基于适应度排序红鹿猫群优化的MANET自治qos感知多播通信系统
移动自组织网络(MANET)是一组自主移动设备,通过无线链路以分布式方式连接,没有固定的基础设施。移动自组织网络(manet)被认为是一种无基础设施的无线设备自配置网络。在这里,多播已经成为一种有效的通信工具。近年来,针对多播路由协议的设计,研究人员开展了不同的研究工作。多播是一种允许用户同时向一组用户发送相同消息的过程。但是,由于其较短的电池寿命和缺乏移动设备的带宽动态特性,它在ad-hoc网络中的实现遇到了不同的问题。因此,本文的主要目的是利用混合元启发式算法提出一种新的可感知qos的MANET多播路由协议。所提出的路由协议将侧重于在多播Ad-Hoc随需距离矢量路由协议(MAODV)协议之上开发一种基于混合元启发式的“可靠邻居节点选择”方案。基于能量模型、迁移率模型、可靠性对因子等约束条件,采用适应度排序的红鹿-猫群优化算法(FRD-CSO)完成“可靠邻居节点选择”。在完成最优节点选择后,通过路由发现机制和路由应答过程验证所提出的qos感知协议。仿真结果表明,与其他组播路由协议相比,所设计的组播路由在各种性能指标方面都有显著的提高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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