A Security Aware Fuzzy Enhanced Ant Colony Optimization Routing in Mobile Ad hoc Networks

被引:0
|
作者
Zhang, Hang [1 ]
Bochem, Arne [1 ]
Sun, Xu [1 ]
Hogrefe, Dieter [1 ]
机构
[1] Univ Goettingen, Inst Comp Sci, Telemat Grp, Gottingen, Germany
关键词
Security; Ant Colony Optimization; Fuzzy Logic; Routing; MANETs;
D O I
暂无
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
As mobile ad hoc networks (MANETs) grow more popular and are deployed as solutions in various applications such as road safety (vehicular networks), wildlife tracking (wireless sensor networks) and device-to-device communications in 5G, the need for efficient routing that is robust against malfunctioning or malicious network nodes is increasing. We propose a security aware fuzzy enhanced ant colony optimization (SAFEACO) routing algorithm, which makes use of a fuzzy logic module to identify misbehaving nodes and exclude them from the routing process. We evaluate the SAFEACO routing algorithm, by comparing it with another modern and widely known approach and found that it shows superior performance in all relevant metrics, such as packet delivery ratio, delay and overhead. Due to its ability to identify misbehaving nodes, SAFEACO also provides a higher level of robustness against black hole and Sybil attacks.
引用
收藏
页数:6
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