Performance Analysis of Routing Algorithms Based on Intelligent Optimization Algorithms in Cluster Ad Hoc Network

Chenguang He; Tingting Liang; Shouming Wei; Weixiao Meng

Communications and Networking. 11th EAI International Conference, ChinaCom 2016, Chongqing, China, September 24-26, 2016, Proceedings, Part I

Research Article

Performance Analysis of Routing Algorithms Based on Intelligent Optimization Algorithms in Cluster Ad Hoc Network

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@INPROCEEDINGS{10.1007/978-3-319-66625-9_13,
    author={Chenguang He and Tingting Liang and Shouming Wei and Weixiao Meng},
    title={Performance Analysis of Routing Algorithms Based on Intelligent Optimization Algorithms in Cluster Ad Hoc Network},
    proceedings={Communications and Networking. 11th EAI International Conference, ChinaCom 2016, Chongqing, China, September 24-26, 2016, Proceedings, Part I},
    proceedings_a={CHINACOM},
    year={2017},
    month={10},
    keywords={Ad Hoc network Intelligent optimization Cluster Performance analysis},
    doi={10.1007/978-3-319-66625-9_13}
}

Chenguang He
Tingting Liang
Shouming Wei
Weixiao Meng
Year: 2017
Performance Analysis of Routing Algorithms Based on Intelligent Optimization Algorithms in Cluster Ad Hoc Network
CHINACOM
Springer
DOI: 10.1007/978-3-319-66625-9_13

Chenguang He^,*, Tingting Liang¹^,*, Shouming Wei^,*, Weixiao Meng^,*

1: Harbin Institute of Technology

*Contact email: hechenguang@hit.edu.cn, wsltt1992@sina.com, weishouming@hit.edu.cn, wxmeng@hit.edu.cn

Abstract

In this paper, a mobile cluster Ad Hoc network model is presented for scenarios with large nodes number and high mobility. Intelligent optimization algorithms perform better than traditional routing algorithms in such scenarios but papers about performance comparison of these algorithms are rare. So we pick the most widely used intelligent optimization algorithms ACO, PSO and GA and describe the routing search process of these three algorithms in detail. Then we analyze performance of them together with AODV for comparison. Simulation results show that ACO, PSO and GA algorithms perform better than AODV in average throughput, packet loss rate, success link rate and average link hop.

Keywords: Ad Hoc network Intelligent optimization Cluster Performance analysis

Published: 2017-10-12
Appears in: SpringerLink

: http://dx.doi.org/10.1007/978-3-319-66625-9_13