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An ACOA-AFSA Fusion Routing Algorithm for Underwater Wireless Sensor Network
Author(s) -
Huafeng Wu,
Xinqiang Chen,
Chaojian Shi,
Yingjie Xiao,
Ming Xu
Publication year - 2012
Publication title -
international journal of distributed sensor networks
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.324
H-Index - 53
eISSN - 1550-1477
pISSN - 1550-1329
DOI - 10.1155/2012/920505
Subject(s) - computer science , robustness (evolution) , wireless sensor network , algorithm , ant colony optimization algorithms , swarm behaviour , routing protocol , energy consumption , routing (electronic design automation) , distributed computing , computer network , artificial intelligence , ecology , biochemistry , chemistry , biology , gene
Due to intrinsic properties of aqueous environments, routing protocols for underwater wireless sensor network (UWSN) have to cope with many challenges such as long propagation delay, bad robustness, and high energy consumption. Basic ant colony optimization algorithm (ACOA) is an intelligent heuristic algorithm which has good robustness, distributed computing and combines with other algorithms easily. But its disadvantage is that it may converge at local solution, not global solution. Artificial fish swarm algorithm (AFSA) is one kind of intelligent algorithm that can converge at global solution set quickly but has lower precision in finding global solution. Therefore we can make use of AFSA and ACOA based on idea of complementary advantages. So ACOA-AFSA fusion routing algorithm is proposed which possesses advantages of AFSA and ACOA. As fusion algorithm has aforementioned virtues, it can reduce existing routing protocols' transmission delay, energy consumption and improve routing protocols' robustness theoretically. Finally we verify the feasibility and effectiveness of fusion algorithm through a series of simulations. © Copyright 2012 Huafeng Wu et al.

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