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Reseach Article

Mobile Sink and Ant Colony Optimization based Energy Efficient Routing Algorithm

by Navpreet Kaur, Jatinder Pal Sharma
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 121 - Number 1
Year of Publication: 2015
Authors: Navpreet Kaur, Jatinder Pal Sharma
10.5120/21505-4377

Navpreet Kaur, Jatinder Pal Sharma . Mobile Sink and Ant Colony Optimization based Energy Efficient Routing Algorithm. International Journal of Computer Applications. 121, 1 ( July 2015), 23-31. DOI=10.5120/21505-4377

@article{ 10.5120/21505-4377,
author = { Navpreet Kaur, Jatinder Pal Sharma },
title = { Mobile Sink and Ant Colony Optimization based Energy Efficient Routing Algorithm },
journal = { International Journal of Computer Applications },
issue_date = { July 2015 },
volume = { 121 },
number = { 1 },
month = { July },
year = { 2015 },
issn = { 0975-8887 },
pages = { 23-31 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume121/number1/21505-4377/ },
doi = { 10.5120/21505-4377 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T23:07:19.942549+05:30
%A Navpreet Kaur
%A Jatinder Pal Sharma
%T Mobile Sink and Ant Colony Optimization based Energy Efficient Routing Algorithm
%J International Journal of Computer Applications
%@ 0975-8887
%V 121
%N 1
%P 23-31
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract

In this paper, an Ant colony optimization based energy efficient routing algorithm has been proposed. Principle improvement has been done for energy efficient routing algorithm. Additionally the use of the compressive sensing also increases the performance further. The compressive sensing uses data fusion to remove redundant data from sensor nodes. So it improves the results further. In the end to evaluate the effectiveness of the proposed technique further the effect of the scalability of number of nodes has also been considered.

References
  1. Li, Li, Shu-song Dong, and Xiang-ming Wen. "An energy efficient clustering routing algorithm for wireless sensor networks. " The journal of China Universities of posts and Telecommunications 13, no. 3 (2006): 71-75.
  2. Jin, Yan, Ju-Yeon Jo, Ling Wang, Yoohwan Kim, and Xiaozong Yang. "ECCRA: An energy-efficient coverage and connectivity preserving routing algorithm under border effects in wireless sensor networks. " Computer Communications31, no. 10 (2008): 2398-2407.
  3. Jang, Yong-Jae, Si-Yeong Bae, and Sung-Keun Lee. "An energy-efficient routing algorithm in wireless sensor networks. " In Future Generation Information Technology, pp. 183-189. Springer Berlin Heidelberg, 2011.
  4. Zeydan, Engin, Didem Kivanc, Cristina Comaniciu, and Ufuk Tureli. "Energy-efficient routing for correlated data in wireless sensor networks. " Ad Hoc Networks 10, no. 6 (2012): 962-975.
  5. Zungeru, Adamu Murtala, Li-Minn Ang, and Kah Phooi Seng. "Classical and swarm intelligence based routing protocols for wireless sensor networks: A survey and comparison. " Journal of Network and Computer Applications 35, no. 5 (2012): 1508-1536.
  6. Hong, Sung-Hwa, Byoung-Kug Kim, and Joon-Min Gil. "An Algorithm for an Energy-Efficient Smart Sensor with EECS Routing Protocol in Wireless Sensor Networks. " In Embedded and Multimedia Computing Technology and Service, pp. 685-692. Springer Netherlands, 2012.
  7. Toumanari, Ahmed, and Rachid Latif. "Energy Efficient Routing Algorithm in Wireless Sensor Networks. " Computer Engineering and Intelligent Systems 4, no. 5 (2013): 60-69.
  8. Yang, He, Jia Xu, Ruchuan Wang, and Liyang Qian. "Energy-Efficient Multi-hop Routing Algorithm Based on LEACH. " In Advances in Wireless Sensor Networks, pp. 578-587. Springer Berlin Heidelberg, 2013.
  9. Lizárraga, Evelia, Oscar Castillo, and José Soria. "A method to solve the traveling salesman problem using ant colony optimization variants with ant set partitioning. " In Recent Advances on Hybrid Intelligent Systems, pp. 237-246. Springer Berlin Heidelberg, 2013.
  10. Ünal, Muhammet, Ayça Ak, Vedat Topuz, and Hasan Erdal. "Ant Colony Optimization (ACO). " In Optimization of PID Controllers Using Ant Colony and Genetic Algorithms, pp. 31-35. Springer Berlin Heidelberg, 2013.
  11. Azharuddin, Md, Pratyay Kuila, and Prasanta K. Jana. "Energy efficient fault tolerant clustering and routing algorithms for wireless sensor networks. "Computers & Electrical Engineering (2014).
  12. Ghaffari, Ali. "An Energy Efficient Routing Protocol for Wireless Sensor Networks using A-star Algorithm. " Journal of Applied Research and Technology12, no. 4 (2014): 815-822.
  13. Amgoth, Tarachand, and Prasanta K. Jana. "Energy-aware routing algorithm for wireless sensor networks. " Computers & Electrical Engineering (2014).
  14. Kuila, Pratyay, and Prasanta K. Jana. "Energy efficient clustering and routing algorithms for wireless sensor networks: Particle swarm optimization approach. "Engineering Applications of Artificial Intelligence 33 (2014): 127-140.
  15. Helmy, Asmaa Osama, Shaimaa Ahmed, and Aboul Ella Hassenian. "Artificial Fish Swarm Algorithm for Energy-Efficient Routing Technique. " In Intelligent Systems' 2014, pp. 509-519. Springer International Publishing, 2015.
  16. Maryam, Sabet, and Naji HamidReza. "A Decentralized Energy Efficient Hierarchical Cluster-based Routing Algorithm for Wireless Sensor Networks. "AEU-International Journal of Electronics and Communications (2015).
Index Terms

Computer Science
Information Sciences

Keywords

WSN-wireless sensor network ACO-ant colony optimization ERA-energy aware routing algorithm.