The Performance Of Genetic Algorithms In Medium Access Control Protocols For Wireless Sensor Networks

40 pages ID: CPU1987

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DepartmentComputer Science
TypeProject
Pages40
Reference StyleYES
FormatMS Word & PDF
Reference No.CPU1987

Abstract

Abstract This paper evaluates the performance of the Particle Swarm Optimization (PSO) scheme, a genetic algorithm, as used in Medium Access Control (MAC) protocols for Wireless Sensor Networks (WSNs). In doing so, the protocol is implemented and compared to round-robin, a contention-free protocol that makes sensor nodes take turns in sending their data packet to the sink, and a p-persistent CSMA protocol with a p-value of 0.01. The concept of p-persistence as used in the CSMA protocol is employed to tweak the PSO scheme to form a fourth protocol that is used in the evaluation process. All fou…

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