基于黑猩猩优化算法的无线传感器网络能量感知安全路由协议

P. Manjula, S. Baghavathi Priya
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引用次数: 2

摘要

无线传感器网络(WSN)由大量廉价、智能和紧凑的传感器节点组成,用于实时数据收集和跟踪应用。有限能量的可用性和安全性是无线传感器网络的主要问题。无线传感器网络最常见的节能解决方案之一是路由协议。由于无线传感器网络中的数据传输是在无线链路中进行的,因此安全性成为一个主要问题,需要设计安全的路由协议。为此,本研究开发了一种基于黑猩猩优化算法的无线传感器网络能量感知安全路由协议(COA-EASRP)。本文提出的COA-EASRP技术主要致力于在WSN中导出最优路由,从而实现安全。此外,COA-EASRP技术导出了涉及不同参数的目标函数,即能量、信任和延迟。利用COA-EASRP技术选择能量最大、信任值最小、时延最小的路由作为最优路由。为了证明COA-EASRP方法的增强结果,实施了一系列模拟,并以不同的指标对结果进行了检验。广泛的比较研究报告了与最近的方法相比,COA-EASRP技术的优势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Chimp Optimization Algorithm based Energy Aware Secure Routing Protocol for Wireless Sensor Networks
Wireless sensor network (WSN) comprises a massive collection of inexpensive, smart, and compact sensor nodes for data collection and tracking applications in real time. Availability of limited energy and security are considered as the major issues in the WSN. One of the most common energy efficient solutions for WSN is the routing protocol. Since the data transmission in WSN takes place in wireless links, security becomes a major issue and secure routing protocols need to be designed. In this aspect, this study develops a Chimp Optimization Algorithm based Energy Aware Secure Routing Protocol (COA-EASRP) for WSN. The proposed COA-EASRP technique mainly focuses to derive optimal routes in WSN and thereby accomplishes security. In addition, the COA-EASRP technique has derived an objective functioning involving different parameters namely energy, trust, and delay. The route with maximum energy and trust with minimal delay will be chosen as optimal route by the COA-EASRP technique. In order to demonstrate the enhanced outcomes of the COA-EASRP approach, a series of simulations are implemented and the outcomes are examined in different metrics. The extensive comparative study reported the supremacy of the COA-EASRP technique compared to recent approaches.
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