Paper Info
Title
Fuzzy Algorithms for Maximum Lifetime Routing in Wireless Sensor Networks
Abstract
We address the maximum lifetime routing problem in wireless sensor networks (WSNs) and propose two online routing algorithms based on fuzzy logic, namely fuzzy maximum lifetime algorithm and fuzzy multiobjective algorithm. The former attempts to maximize the WSN lifetime objective, whereas the latter strives to simultaneously optimize the lifetime as well as the energy consumption objectives. The distinguishing aspect of this work is the novel use of fuzzy membership functions and rules in the design of cost functions for the routing objectives considered in this work. A range of simulation results obtained under various network scenarios show that the proposed approach is superior to a number of other well-known online routing heuristics, both in terms of the obtained network lifetime as well as the average energy consumption.
Year
DOI
Venue
2008
10.1109/GLOCOM.2008.ECP.26
IEEE Global Telecommunications Conference (Globecom)
Keywords
Field
DocType
fuzzy logic,routing,cost function,wireless sensor networks,wireless sensor network,algorithm design and analysis,mathematical model,fuzzy set theory
Mathematical optimization,Multipath routing,Link-state routing protocol,Dynamic Source Routing,Computer science,Static routing,Fuzzy logic,Destination-Sequenced Distance Vector routing,Algorithm,Computer network,Wireless Routing Protocol,Wireless sensor network
Conference
ISSN
Citations 
PageRank 
1930-529X
11
0.72
References 
Authors
12
3
Name
Order
Citations
PageRank
Mahmood R. Minhas1745.72
Sathish Gopalakrishnan242633.10
Victor C. M. Leung39717759.02