CFP last date
20 May 2024
Call for Paper
June Edition
IJCA solicits high quality original research papers for the upcoming June edition of the journal. The last date of research paper submission is 20 May 2024

Submit your paper
Know more
Reseach Article

Optimization of Energy Consumption in Wireless Sensor Networks using Particle Swarm Optimization

by Madhusmita Nandi, Jibendu Sekhar Roy
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 91 - Number 15
Year of Publication: 2014
Authors: Madhusmita Nandi, Jibendu Sekhar Roy
10.5120/15961-5418

Madhusmita Nandi, Jibendu Sekhar Roy . Optimization of Energy Consumption in Wireless Sensor Networks using Particle Swarm Optimization. International Journal of Computer Applications. 91, 15 ( April 2014), 45-50. DOI=10.5120/15961-5418

@article{ 10.5120/15961-5418,
author = { Madhusmita Nandi, Jibendu Sekhar Roy },
title = { Optimization of Energy Consumption in Wireless Sensor Networks using Particle Swarm Optimization },
journal = { International Journal of Computer Applications },
issue_date = { April 2014 },
volume = { 91 },
number = { 15 },
month = { April },
year = { 2014 },
issn = { 0975-8887 },
pages = { 45-50 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume91/number15/15961-5418/ },
doi = { 10.5120/15961-5418 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:12:52.295214+05:30
%A Madhusmita Nandi
%A Jibendu Sekhar Roy
%T Optimization of Energy Consumption in Wireless Sensor Networks using Particle Swarm Optimization
%J International Journal of Computer Applications
%@ 0975-8887
%V 91
%N 15
%P 45-50
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

The present work is to optimize energy consumption in wireless sensor networks for multi-layer medium access control (ML-MAC) scheme where the delay times, i. e. , maximum response time delay, packet transmission delay, clock-drift delay, sleep delay and queuing delay are considered. Particle swarm optimization (PSO) is a popular multidimensional optimization procedure which is used in this paper to achieve less power consumption in wireless sensor networks.

References
  1. Ye, W. , Heidemann, J. , Estrin, D. 2002. An energy-efficient MAC protocol for wireless sensor networks. IEEE INFOCOM 2002, Vol. 3, 1567 - 1576. Ye, W. , Heidemann, J. , Estrin, D. 2004. Medium access control with coordinated adaptive sleeping for wireless sensor networks. IEEE/ACM Transactions on Networking, Vol. 12, No. 3, 493-506.
  2. Koutsakis, P. 2006. On increasing energy conservation for wireless sensor networks. Technical University of Crete. ICWMC'06 (July 2006), 4-14.
  3. Sohraby, K. , Minoli, D. , and Znati, T. Wireless sensor networks, Technology, protocols, and Applications, Second Edition, Wiley & Sons. , 4435-36/7.
  4. Yadav, R. , Varma, S. , and Malaviya, N. 2009. A survey of MAC protocols for wireless sensor networks. UbiCC Journal (August 2009) Volume 4, Number 3, 827-833.
  5. Singh, S. , Raghavendra, C. S. 1998. PAMAS-power aware multi-access protocol with signalling for ad-hoc networks. ACM SIGCOMM Computer Communication Review (July 1998). 5–26.
  6. Jurdak, R. , Lopes, C. V. , Baldi, P. 2004. A survey, classification and comparative analysis of medium access control protocols for ad hoc networks. IEEE Communications Surveys & Tutorials, 2-16.
  7. Wireless LAN medium access control (MAC) and physical layer (PHY) specification. IEEE std. 802. 11; 1999.
  8. Kennedy, J. , Eberhart, R. , 1995 Particle swarm optimization, Proc. IEEE Int. Conf. Neural Networks, Piscataway, NJ, 1942-1948.
  9. Latiff, N. M. A. , Tsimenidis, C. C. , and Sharif, B. S. 2007. Energy-aware clustering for wireless sensor networks using particle swarm optimization. 18th Annual IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC'07, 1-5.
  10. Jha, M. K. , Pandey, A. K. , Pal, D. , and Mohan, A. 2011. An energy efficient multi-layer MAC (ML-MAC) protocol for wireless sensor networks. International Journal of Electronics and Communications (AEÜ) 65, 209-216.
  11. ASH transceiver TR1000 data sheet, "RF Monolithic Inc. [Online]. http://www. rfm. com.
  12. Premkumar, M. , Kathiravan, M. , and Thirukkumaran, R. 2012. A novel MAC algorithm for energy aware wireless sensor networks. International Journal of Computer Applications, Vol. 58, No. 5, 1-4.
  13. Hameed, S. A. , Shaaban, E. M. , Faheem, H. M. , and Ghoniemy, M. S. 2009. Mobility-aware MAC protocol for delay-sensitive wireless sensor networks. ICUMT '09, 1-8.
Index Terms

Computer Science
Information Sciences

Keywords

Energy consumption Medium access control Wireless sensor networks Particle swarm optimization.