Customized Chimp With Blue Monkey Optimization (CCBMO)-Based Secure-Aware Cluster-Based Routing in Wireless Sensor Network

IF 1.8 4区计算机科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC

International Journal of Communication Systems Pub Date : 2026-06-17 DOI:10.1002/dac.70531

Y. Basanthi, K. Kalaiselvi, V. Senthil Murugan

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Abstract

One of the most well-known routing systems is cluster-based routing, where the head node collects information from every other cluster node, performs specific aggregation functions, and afterwards delivers the aggregated information towards the base station. Motivated by that, we have developed a novel cluster-based routing approach that is comprised of two working phases which are optimal cluster head selection as well as routing. Cluster-based routing reduces the energy consumption of sensor nodes by organizing them into clusters, allowing data to be aggregated before transmission, which minimizes redundant data communication. The suggested approach allows the network to dynamically react to shifting conditions, such as node failures, mobility, and changes in ambient parameters. In this first phase, the suitable cluster head is selected using the hybridized optimization named customized chimp with blue monkey optimization (CCBMO), by considering the parameters like energy, distance as well as delay. After the selection of the optimal cluster head, routing is done which uses factors such as packet delivery ratio (PDR) and security for the optimal routing process.

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基于自定义猩猩蓝猴优化（CCBMO）的无线传感器网络安全感知簇路由

最著名的路由系统之一是基于集群的路由，其中头部节点从每个其他集群节点收集信息，执行特定的聚合功能，然后将聚合信息传递给基站。基于此，我们开发了一种新的基于集群的路由方法，该方法包括两个工作阶段：最优簇头选择和路由。基于集群的路由通过将传感器节点组织成集群来减少传感器节点的能量消耗，允许数据在传输之前进行聚合，从而最大限度地减少冗余数据通信。建议的方法允许网络动态响应变化条件，如节点故障、移动性和环境参数的变化。在第一阶段，通过考虑能量、距离、时延等参数，采用自定义猩猩蓝猴优化算法（CCBMO）选择合适的簇头。在选择了最优簇头后，根据分组发送率（packet delivery ratio， PDR）和安全性等因素进行最优路由。

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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来源期刊

International Journal of Communication Systems 工程技术-电信学

CiteScore

5.90

自引率

9.50%

发文量

323

审稿时长

7.9 months

期刊介绍： The International Journal of Communication Systems provides a forum for R&D, open to researchers from all types of institutions and organisations worldwide, aimed at the increasingly important area of communication technology. The Journal''s emphasis is particularly on the issues impacting behaviour at the system, service and management levels. Published twelve times a year, it provides coverage of advances that have a significant potential to impact the immense technical and commercial opportunities in the communications sector. The International Journal of Communication Systems strives to select a balance of contributions that promotes technical innovation allied to practical relevance across the range of system types and issues. The Journal addresses both public communication systems (Telecommunication, mobile, Internet, and Cable TV) and private systems (Intranets, enterprise networks, LANs, MANs, WANs). The following key areas and issues are regularly covered: -Transmission/Switching/Distribution technologies (ATM, SDH, TCP/IP, routers, DSL, cable modems, VoD, VoIP, WDM, etc.) -System control, network/service management -Network and Internet protocols and standards -Client-server, distributed and Web-based communication systems -Broadband and multimedia systems and applications, with a focus on increased service variety and interactivity -Trials of advanced systems and services; their implementation and evaluation -Novel concepts and improvements in technique; their theoretical basis and performance analysis using measurement/testing, modelling and simulation -Performance evaluation issues and methods.