NDLI: Network Lifespan Maximization For Wireless Sensor Networks Using Nature-Inspired Elephant Based Swarm Optimization

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Network Lifespan Maximization For Wireless Sensor Networks Using Nature-Inspired Elephant Based Swarm Optimization

Content Provider	Semantic Scholar
Author	Chandramouli Desai, Somashekhar C.
Copyright Year	2013
Abstract	The robust and complex real-time applications and dramatically increased sensor capabilities may play a vital role in enhancing the lifespan of WSNs. On the other hand majority of WSNs operate on battery powered infrastructure, therefore in order to enhance the lifespan maximization a robust and highly efficient protocols are required to be developed that can effectively minimize the battery utilization and the overall computational as well as communication complexity also could be minimized. Optimizations required to be adopted at the Routing Layer, MAC Layer and the Radio Layer of the wireless sensor node. In this paper in order to achieve a better network performance an scheme of elephant swarm optimization has been implemented which enables optimization of routing algorithm, adaptive radio link optimization and balanced TDMA MAC scheduling. The proposed Elephant Based Swarm Optimization scheme is analyzed and compared with the popular LEACH and PSO Protocols and results proves that the EBSO algorithm is the best among PSO and LEACH schemes.
File Format	PDF HTM / HTML
Alternate Webpage(s)	http://iosrjournals.org/iosr-jce/papers/Vol13-issue4/C01341119.pdf
Language	English
Access Restriction	Open
Subject Keyword	Anatomic Node Ant colony optimization algorithms Communication complexity Computation Computation (action) Entity Name Part Qualifier - adopted Evolutionary computation Expectation–maximization algorithm Genetic algorithm Hereditary Diseases Inspiration function Manuscripts Mathematical optimization Network performance Node - plant part Optimizing compiler PLEC wt Allele Particle swarm optimization Phase-shift oscillator Power (Psychology) Program optimization Protocols documentation Real-time clock Routing Scheduling (computing) Scheduling - HL7 Publishing Domain Sensor node Swarm intelligence anatomical layer
Content Type	Text
Resource Type	Article

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