CFP last date
20 January 2025
Call for Paper
February Edition
IJCA solicits high quality original research papers for the upcoming February edition of the journal. The last date of research paper submission is 20 January 2025

Submit your paper
Know more
The week's pick
Responsive image
SFLA-Based Line Balancing and Task Optimization in Master-Slave Controlled Hanger Transportation Systems for Garment Production

Duc Hoang Nguyen
Random Articles
Reseach Article

Enhanced Inter Cluster Data Aggregation based RN-LEACH Protocol using Hybrid PSO-GA

by Rajwinder Kaur, Shaveta Angurala
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 125 - Number 3
Year of Publication: 2015
Authors: Rajwinder Kaur, Shaveta Angurala
10.5120/ijca2015905850

Rajwinder Kaur, Shaveta Angurala . Enhanced Inter Cluster Data Aggregation based RN-LEACH Protocol using Hybrid PSO-GA. International Journal of Computer Applications. 125, 3 ( September 2015), 1-5. DOI=10.5120/ijca2015905850

@article{ 10.5120/ijca2015905850,
author = { Rajwinder Kaur, Shaveta Angurala },
title = { Enhanced Inter Cluster Data Aggregation based RN-LEACH Protocol using Hybrid PSO-GA },
journal = { International Journal of Computer Applications },
issue_date = { September 2015 },
volume = { 125 },
number = { 3 },
month = { September },
year = { 2015 },
issn = { 0975-8887 },
pages = { 1-5 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume125/number3/22409-2015905850/ },
doi = { 10.5120/ijca2015905850 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T23:16:14.227160+05:30
%A Rajwinder Kaur
%A Shaveta Angurala
%T Enhanced Inter Cluster Data Aggregation based RN-LEACH Protocol using Hybrid PSO-GA
%J International Journal of Computer Applications
%@ 0975-8887
%V 125
%N 3
%P 1-5
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Wireless sensor networks consist of battery driven devices that contain limited energy resources. Due to the placement of sensor nodes in a hostile environment it is very difficult to recharge the batteries of nodes .So limited energy resource affects the lifetime of the network. Number of protocols has been proposed to reduce the dissipation of energy. This paper has proposed a novel rendezvous nodes based LEACH (RN-LEACH) by using the hybrid PSO-GA based inter cluster data aggregation. The hybrid PSO-GA based technique has improved the path selection between the sink and cluster heads to reduce the energy consumption of cluster heads in an optimistic manner. The results have clearly shown that the proposed technique outperforms over the available methods.

References
  1. A. Kumar, V. Kumar and N. Chand, "Energy Efficient Clustering and Cluster Head Rotation Scheme for Wireless Sensor Networks”, ( IJACSA) International Journal of Advanced Computer Science and Applications 3, no. 5 2011.
  2. G. Anastasi, M. Conti, M. Di Francesco and A. Passarella, "Energy conservation in wireless sensor networks: A survey”,  Ad hoc networks7, no. 3,pp. 537-568, 2009.
  3. Ian F. Akyildiz, W. Su, Y. Sankarasubramaniam and E. Cayirci, "A survey on sensor networks”, Communications magazine, IEEE 40, no. 8 , pp. 102-114, 2002.
  4. S.K. Singh, M. P. Singh and D. K. Singh,"Routing protocols in wireless sensor networks–A survey”,  International Journal of Computer Science & Engineering Survey (IJCSES) Vol 1, pp. 63-83,2010.
  5. Al-Karaki, N. Jamal, and A. E. Kamal, "Routing techniques in wireless sensor networks: a survey”, Wireless communications, IEEE 11, no. 6 ,pp .6-28,2004.
  6. V. Potdar, A. Sharif, and E. Chang. "Wireless sensor networks: A survey." In Advanced Information Networking and Applications Workshops, 2009. WAINA'09. International Conference on, pp. 636-641. IEEE, 2009.
  7. Mao Ye, Chengfa Li, Guihai Chen, and Jie Wu. "EECS: an energy efficient clustering scheme in wireless sensor networks." In Performance, Computing, and Communications Conference, 2005. IPCCC 2005. 24th IEEE International, pp. 535-540. IEEE, 2005.
  8. Chunyao Fu, Zhifang Jiang, W. E. I. Wei, and Ang WEI. "An Energy Balanced Algorithm of LEACH Protocol in WSN." IJCSI International Journal of Computer Science Issues 10, no. 1 , pp. 354-359. 2013.
  9. W. R. Heinzelman, A. Chandrakasan, and H. Balakrishnan. "Energy-efficient communication protocol for wireless microsensor networks." In System sciences, 2000. Proceedings of the 33rd annual Hawaii international conference on, pp. 10-pp. IEEE, 2000.
  10. M. M. Salim,, H. A. Elsayed, and S. H. El Ramly. "PR-LEACH: Approach for balancing energy dissipation of LEACH protocol for wireless sensor networks." In Radio Science Conference (NRSC), 2014 31st National, pp. 252-259. IEEE, 2014.
  11. G. Xing,, T. Wang, W. Jia, and M. Li. "Rendezvous design algorithms for wireless sensor networks with a mobile base station." InProceedings of the 9th ACM international symposium on Mobile ad hoc networking and computing, pp. 231-240. ACM, 2008.
  12. S. Mottaghi,, and M. R. Zahabi. "Optimizing LEACH clustering algorithm with mobile sink and rendezvous nodes." AEU-International Journal of Electronics and Communications 69, no. 2. pp.507-514, 2015.
  13. G. Xing,, T. Wang, Z. Xie, and W. Jia, "Rendezvous planning in mobility-assisted wireless sensor networks." In Real-Time Systems Symposium, 2007. RTSS 2007. 28th IEEE International, pp. 311-320. IEEE, 2007.
  14. Ian F. Akyildiz,, W. Su, Y. Sankarasubramaniam, and E. Cayirci, "Wireless sensor networks: a survey." Computer networks 38, no. 4, pp. 393-422. 2002.
  15. K. Akkaya,, and M. Younis. "A survey on routing protocols for wireless sensor networks." Ad hoc networks 3, no. 3 , pp. 325-349, 2005.
  16. L. T. Nguyen, X. Defago, R. Beuran, and Y. Shinoda. "An energy efficient routing scheme for mobile wireless sensor networks", InWireless Communication Systems. 2008. ISWCS'08. IEEE International Symposium on, pp. 568-572. IEEE, 2008.
  17. J. Singh, B. P. Singh, and S. Shaw, "A new LEACH-based routing protocol for energy optimization in wireless sensor network", In Computer and Communication Technology (ICCCT), 2014 International Conference on, pp. 181-186. IEEE, 2014
  18. D. Amine, B. Nassreddine, and K. Bouabdellah. "Energy efficient and safe weighted clustering algorithm for mobile wireless sensor networks." Procedia Computer Science 34, pp. 63-70, 2014
  19. S. Bayraklı,, and S. Z. Erdogan, "Genetic algorithm based energy efficient clusters (GABEEC) in wireless sensor networks." Procedia Computer Science 10 , pp. 247-254, 2012
  20. Hu Yu, and Wang Xiaohui, "PSO-based Energy-balanced Double Cluster-heads Clustering Routing for wireless sensor networks." Procedia Engineering15, pp. 3073-3077, 2011.
  21. You‐Chiun Wang,, Fang‐Jing Wu, and Yu‐Chee Tseng, "Mobility management algorithms and applications for mobile sensor networks." Wireless Communications and Mobile Computing 12, no. 1, pp. 7-21, 2012
Index Terms

Computer Science
Information Sciences

Keywords

Inter cluster data aggregation Clustering Mobility Rendezvous node (RN) Energy efficiency Network lifetime.

Powered by PhDFocusTM