CHEABC-QCRP: A novel QoS-aware cluster routing protocol for industrial IoT

被引:0
|
作者
Wang, Fengjiang [1 ]
Rao, Chuchu [2 ]
Fang, Xiaosheng [3 ]
Lan, Yeshen [2 ]
机构
[1] Shihezi Univ, Coll Informat Sci & Technol, Shihezi, Peoples R China
[2] Quzhou Coll Technol, Sch Mech & Elect Engn, Quzhou 324000, Peoples R China
[3] Shantou Univ, Coll Engn, Dept Elect & Informat Engn, Shantou, Peoples R China
关键词
Industrial internet of things; Cluster routing protocol; Bee colony algorithm; Energy consumption; Network lifespan; SCHEME;
D O I
10.1016/j.simpat.2024.102951
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Clustering routing protocols currently have problems such as Single point of failure of cluster head nodes, poor network dynamics, uneven data transmission, etc., which are critical to the optimization of energy efficiency, network lifespan and network topology control. However, this optimization problem is an NP hard problem that conventional algorithms are difficult to solve. This paper proposes a new multi-objective cluster routing protocol (CHEABC-QCRP) aimed at optimizing network energy consumption, system lifespan, and quality of services (QoS). The protocol is based on a new chaotic hybrid elite artificial bee colony algorithm (CHEABC) proposed in this paper, which has strong search ability and greatly reduces convergence time. At the same time, a new chaotic strategy was designed to effectively prevent falling into local optima and premature convergence. In simulation experiments, compared with multiple routing protocols, a large number of test results show that this protocol significantly reduces network energy consumption, greatly improves system lifespan, and effectively improves QoS in IWSN.
引用
收藏
页数:17
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