International Journal of Computational Intelligence Systems

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Volume 10, Issue 1, 2017, Pages 1252 - 1262

Particle Swarm Optimization and harmony search based clustering and routing in Wireless Sensor Networks

Authors
Veena Anand1, vanand.cs@nitrr.ac.in, Sudhakar Pandey2, spandey.it@nitrr.ac.in
1Department of Information Technology, NIT Raipur, Raipur, CG 492010, India
2Department of Information Technology, NIT Raipur, Raipur, CG 492010, India
Received 23 February 2017, Accepted 8 July 2017, Available Online 24 July 2017.
DOI
10.2991/ijcis.10.1.84How to use a DOI?
Keywords
Particle swarm optimisation; clustering; harmony search; routing algorithm; network lifetime
Abstract

Wireless Sensor Networks (WSN) has the disadvantage of limited and non-rechargeable energy resource in WSN creates a challenge and led to development of various clustering and routing algorithms. The paper proposes an approach for improving network lifetime by using Particle swarm optimization based clustering and Harmony Search based routing in WSN. So in this paper, global optimal cluster head are selected and Gateway nodes are introduced to decrease the energy consumption of the CH while sending aggregated data to the Base station (BS). Next, the harmony search algorithm based Local Search strategy finds best routing path for gateway nodes to the Base Station. Finally, the proposed algorithm is presented.

Copyright
© 2017, the Authors. Published by Atlantis Press.
Open Access
This is an open access article under the CC BY-NC license (http://creativecommons.org/licences/by-nc/4.0/).

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Journal
International Journal of Computational Intelligence Systems
Volume-Issue
10 - 1
Pages
1252 - 1262
Publication Date
2017/07/24
ISSN (Online)
1875-6883
ISSN (Print)
1875-6891
DOI
10.2991/ijcis.10.1.84How to use a DOI?
Copyright
© 2017, the Authors. Published by Atlantis Press.
Open Access
This is an open access article under the CC BY-NC license (http://creativecommons.org/licences/by-nc/4.0/).

Cite this article

risenwbib
TY  - JOUR
AU  - Veena Anand
AU  - Sudhakar Pandey
PY  - 2017
DA  - 2017/07/24
TI  - Particle Swarm Optimization and harmony search based clustering and routing in Wireless Sensor Networks
JO  - International Journal of Computational Intelligence Systems
SP  - 1252
EP  - 1262
VL  - 10
IS  - 1
SN  - 1875-6883
UR  - https://doi.org/10.2991/ijcis.10.1.84
DO  - 10.2991/ijcis.10.1.84
ID  - Anand2017
ER  -