The week's pick
Reseach Article
Energy Efficient Routing Protocol for Maximizing Lifetime in Wireless Sensor Networks using Fuzzy Logic
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 122 - Number 1 |
| Year of Publication: 2015 |
| Authors: Safa Khudair Leabi, Turki Younis Abdalla |
10.5120/21665-4740
|
Safa Khudair Leabi, Turki Younis Abdalla . Energy Efficient Routing Protocol for Maximizing Lifetime in Wireless Sensor Networks using Fuzzy Logic. International Journal of Computer Applications. 122, 1 ( July 2015), 19-25. DOI=10.5120/21665-4740
Abstract
Wireless sensor networks applications have widely increased in recent years. Energy limitations have become fundamental challenge for designing wireless sensor networks. One of the important and interested features is network lifetime. Many works have been developed to maximize wireless sensor network lifetime, in which one of the important work is routing. Several attempts have been made for efficient utilization of energy in terms of energy aware routing. This paper proposes a new routing technique for maximizing the lifetime of wireless sensor networks by using Fuzzy System. Fuzzy logic system is used to determine the optimal path for sending data packets. The proposed routing technique seeks to determine the optimal route path from source to destination so that the energy consumption is balanced and minimized. The proposed routing technique is compared with classical method. Simulation results show significant increase in network lifetime when the proposed technique is used. The proposed technique proved that energy consumption is well managed.
References
- Ian F. Akyildiz and Mehmet Can Vuran, "Wireless Sensor Network", John Wiley & Sons Ltd. , 2010.
- A. Hac, "Wireless Sensor Network Designs", John Wiley & Sons Ltd, 2003.
- I. Akyildiz, W. Su, Y. Sankarasubramaniam, and E. Cayirci, "A Survey on Sensor Networks," IEEE Communications Mag. , Vol. 40, No. 8, Aug. 2002, pp: 102–114.
- Al-Karaki, J. N. Kamal and A. E. , "Routing Techniques In Wireless Sensor Networks: A Survey", IEEE Wireless Communication, Vol. 11, 2004, pp:6–28.
- Ananthram Swami, Qing Zhao, Yao-Win Hong and Lang Tong, "Wireless Sensor Networks: Signal Processing and Communications Perspectives", John Wiley & Sons Ltd, 2007.
- Amiya Nayak and Ivan Stojmenovic, "Wireless Sensor and Actuator Networks: Algorithms and Protocols for Scalable Coordination and Data Communication", John Wiley & Sons, Inc. , 2010.
- C. Hua and T. P. Yum, "Optimal Routing And Data Aggregation For Maximizing Lifetime Of Wireless Sensor Networks", IEEE ACM Transection on Network. , Vol. 16, No. 4, pp. 892–903, Aug. 2008.
- H. R. Karkvandi, E. Pecht, and O. Yadid, "Effective Lifetime-Aware Routing In Wireless Sensor Networks", IEEE Sensors Journal, Vol. 11, No. 12, pp. 3359–3367, Dec. 2011.
- Ahmed E. A. A. Abdulla, Hiroki Nishiyama and Nei Kato, "Extending the lifetime of wireless sensor networks: A hybrid routing algorithm", Elsevier Computer Communications. Vol. 35, pp. 1056–1063, 2012.
- Umarani G. And M. Akilandeswari B. , "Computational Intelligence Routing For Maximizing Lifetime In Heterogeneous Wireless Sensor Networks", International Journal of Computer Science and Network Security, VOL. 12, No. 4, April 2012.
- Jin Wang, Jeong-Uk Kim, Lei Shu, Yu Niu and Sungyoung Lee, "A Distance-Based Energy Aware Routing Algorithm for Wireless Sensor Networks", Journal of Sensors, Vol. 10, pp. 9493-9511, 2010.
- Rahim Khan, Shah Nawaz Khan, Mushtaq Ahmad and Tufail Muhammad, "Increasing Network Lifetime and Data Transfer through Node Vulnerability Aware Routing in Wireless Sensor Networks", IEEE International Conference on Information and Emerging Technologies (ICIET), pp. 1-5, June 14-16, 2010.
- Mahmood R. Minhas, Sathish Gopalakrishnan and Victor C. M. Leung, "An Online Multipath Routing Algorithm for Maximizing Lifetime in Wireless Sensor Networks", IEEE Sixth International Conference on Information Technology: New Generations, pp. 581-586, April 27-29, 2009.
- S. Bhuvaneshwari and P. S. Balamurugan, "A Bee-Hive Optimization Approach to Improve the Network Lifetime in Wireless Sensor Networks", International Journal on Computer Science and Engineering, Vol. 5, No. 05, May 2013.
- Vinay Kumar Singh and Vidushi Sharma, "Lifetime Maximization of Wireless Sensor Networks using Improved Genetic Algorithm based Approach", International Journal of Computer Applications, Vol. 57, No. 14, pp. 36-40, November 2012.
- Tarique Haider and Mariam Yusuf, "A Fuzzy Approach to Energy Optimized Routing for Wireless Sensor Networks", International Arab Journal of Information Technology, Vol. 6, No. 2, pp. 179-188, April 2009.
- Lun Zhang, Wenchen Yang, Qian Rao, Wei Nai and Decun Dong, "An Energy Saving Routing Algorithm Based on Dijkstra in Wireless Sensor Networks", Journal of Information & Computational Science, Vol. 10, No. 7, pp. 2087–2096, May 2013.
- Sajid Hussain, Richard Peters and Obidul Islam, "A Quick and Energy Efficient Algorithm to Maximize Lifetime of Wireless Sensor Networks", IEEE International Conference on Information Technology, pp. 874 – 875, April 2-4, 2007.
- Micha? Kaliszan and S?awomir Sta´nczak, "Maximizing Lifetime in Wireless Sensor Networks under Opportunistic Routing", IEEE The forty fourth Asilomar Conference on Signals, Systems and Computers; , pp. 1913 – 1917, November 7-10, 2010.
- Zadeh L. A. , "Fuzzy Sets, Information and Control", Vol. 8, pp. 338-353, 1965.
- W. R. Heinzelman, A. Chandrakasan, and H. Balakrishnan, "Energy Efficient Communication Protocol For Wireless Microsensor Networks", Proceedings of the 33rd Annually Hawaii International Conference on Systems Sciences, pp. 1–10, 2000.
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