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Reseach Article

Clustering Protocol for Wireless Sensor Networks based on Rhesus Macaque (Macaca mulatta) Animal’s Social Behavior

by Sandeep Kumar E, Kusuma S. M., Vijaya Kumar B. P.
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 87 - Number 8
Year of Publication: 2014
Authors: Sandeep Kumar E, Kusuma S. M., Vijaya Kumar B. P.
10.5120/15229-3754

Sandeep Kumar E, Kusuma S. M., Vijaya Kumar B. P. . Clustering Protocol for Wireless Sensor Networks based on Rhesus Macaque (Macaca mulatta) Animal’s Social Behavior. International Journal of Computer Applications. 87, 8 ( February 2014), 20-27. DOI=10.5120/15229-3754

@article{ 10.5120/15229-3754,
author = { Sandeep Kumar E, Kusuma S. M., Vijaya Kumar B. P. },
title = { Clustering Protocol for Wireless Sensor Networks based on Rhesus Macaque (Macaca mulatta) Animal’s Social Behavior },
journal = { International Journal of Computer Applications },
issue_date = { February 2014 },
volume = { 87 },
number = { 8 },
month = { February },
year = { 2014 },
issn = { 0975-8887 },
pages = { 20-27 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume87/number8/15229-3754/ },
doi = { 10.5120/15229-3754 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:05:24.547445+05:30
%A Sandeep Kumar E
%A Kusuma S. M.
%A Vijaya Kumar B. P.
%T Clustering Protocol for Wireless Sensor Networks based on Rhesus Macaque (Macaca mulatta) Animal’s Social Behavior
%J International Journal of Computer Applications
%@ 0975-8887
%V 87
%N 8
%P 20-27
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Clustered sensor networks have shown to increase system throughput, decrease system delay and save energy. In this paper, we propose a bio- inspired clustering protocol inheriting the social behavior of Rhesus Macaque monkeys, targeting prolonged network lifetime. The behavioral features are added to the basic LEACH, thereby reducing the energy overhead involved in the set-up phase. The simulation results prove that implanting these kinds of bio-inspired intelligence into the pre-existing protocols will tremendously increase its performance.

References
  1. Muhammad Saleem, Gianni A. Di Caro, Muddassar Farooq, "Swarm intelligence based routing protocol for wireless sensor networks: Survey and future directions", Information Sciences 181 (2011) 4597–4624, Elsevier.
  2. Nor Azlina Ab Aziz, "Swarm Intelligence In Wireless Sensor Networks: For Coverage Optimization and Energy Conservation", pp 51-60, Springer Berlin Heidelberg, 2010.
  3. Bharathi M. A, B. P. Vijayakumar, D. H. Manjaiah, "Cluster Based Data Aggregation in WSN Using Swarm Optimization Technique", IJEIT, Volume 2, Issue 12, June 2013.
  4. Chao Wang, Qiang Lin, "Swarm intelligence optimization based routing algorithm for Wireless Sensor Networks", International conference on Neural Networks and Signal Processing, 2008, IEEE.
  5. Dama lavanya, Siba. K. Udgata, "Swarm intelligence based localisation in Wireless sensor networks", PP 317-328, multi-disciplinary trends in Artificial intelligence, lecture notes in computer science, Springer Berlin Heidelberg, 2011.
  6. Al-Obaidi, Mohanad, "ENAMS: Energy optimization algorithm for mobile wireless sensor networks using evolutionary computation and swarm intelligence", Ph. D thesis, De-Montfort University, 2010.
  7. "Rhesus Macaque" http://en. wikipedia. org/wiki/Rhesus_macaque.
  8. Social Structure- http://anthro. palomar. edu/behavior/behave_2. htm
  9. Rhesus Macaque (Macaca mulatta) - http://www. theprimata. com/macaca_mulatta. html
  10. Waal F. , "Co development of dominance relations and affiliative bonds in rhesus monkeys", Juvenile Primates: Life History, Development, and Behavior. Pereira M. , and L. Fairbanks. New York: Oxford University Press, 1993.
  11. Wendi Rabiner Heinzelman, Anantha Chandrakasan, Hari Balakrishnan, "Energy-Ef?cient Communication Protocol for Wireless Microsensor Networks", Proceedings of the 33rd Hawaii International Conference on System Sciences – 2000, IEEE.
  12. Wang Rui, Liang Yan, Ye Gangqiang, Lu Chaoxia, "swarm intelligence for the self-organization of wireless sensor network", Pages: 838 – 842, ISBN: 0-7803-9487-9, IEEE.
  13. Bruneo D. , Scarpa M. , Bobbio A. , Cerotti D. , Gribaudo M. ,. "Adaptive swarm intelligence routing algorithms for WSN in a changing environment", sensors, 2010 IEEE.
  14. B. P. Vijay Kumar, P. Venkataram, "Reliable multicast routing in mobile networks: a neural- network approach", IEEE proc- Commun. Vol. 150, No. 5, October 2003.
  15. S. C Makwana, "Field ecology and behavior of the rhesus macaque (Macaca mulatta): I. Group composition, home range, roosting sites, and foraging routes in the Asarori Forest", Journal Primates, Volume 19, Issue 3 , pp 483-492, ISSN 0032-8332, Springer.
  16. Yvette Spencer-Booth, "The behavior of group companions towards rhesus monkey infants", Volume 16, Issue 4, November 1968, Pages 541–557.
  17. M. J. A. Simpson S. Howe, "Group and matriline differences in the behavior of rhesus monkey infants", Volume 34, Issue 2, April 1986, Pages 444–459.
  18. Irwin S. Bernstein, William A. Mason, "Group formation by rhesus monkeys", ELSEVIER, Animals Behavior, Volume 11, Issue 1, January 1963, Pages 28–31.
  19. Dario Maestripieri, Christy, "Behavior and Social Dynamics of Rhesus Macaques on Cayo Santiago", pp 247-262, genetics and behavior of Rhesus macaques, Developments in Primatology: progress and prospects Springer New York, 2012.
Index Terms

Computer Science
Information Sciences

Keywords

Clustered sensor networks Rhesus Macaque monkey network lifetime LEACH protocol