Research Article | OPEN ACCESS
Fuzzy and Gravitational Search Based Routing Protocol for Lifetime Enhancement in Wireless Sensor Networks
1M. Yuvaraja and 2M. Sabrigiriraj
1Department of Electronics and Communication Engineering, P.A. College of Engineering and Technology, Pollachi
2Department of Electronics and Communication Engineering, SVS College of Engineering, Coimbatore, India
Research Journal of Applied Sciences, Engineering and Technology 2015 3:205-214
Received: July 01, 2014 | Accepted: October 22, 2014 | Published: January 25, 2015
Abstract
In recent times, the demand for real-time multimedia applications is rapidly increased due to the increasing mobile users. Wireless Sensor Network (WSN) often suffers because of the overhead produced during message passing, constant energy and node cost. To provide solution to these issues, in this study, we propose Fuzzy and Gravitational Search Based Routing Protocol for Lifetime Enhancement in WSN. Gravitational Search Algorithm (GSA) is used for searching the paths. As GSA finds the global optimum faster, it has higher convergence rate. An improved routing technique is proposed for lifetime enhancement in WSN. For estimating the node cost using fuzzy logic, the parameters such as link quality and distance from the sink node, residual energy and load are used. Simulation results prove that the proposed protocol performs well compared to the existing protocols.
Keywords:
Channel capability , fuzzy logic , gravitational search, link quality, node cost,
References
-
Alshawi, I.S., L. Yan, W. Pan and B. Luo, 2012. Lifetime enhancement in wireless sensor networks using fuzzy approach and A-star algorithm. IEEE Sens. J., 12(10).
CrossRef
-
Anitha, A., M. Selvi and N.S. Selvam, 2013. Life time enhancement techniques in wireless sensor network: A survey. Int. J. Emerg. Technol. Adv. Eng., 3(10).
-
Basagni, S., C. Petrioli, R. Petroccia and D. Spaccini, 2012. Channel-aware routing for underwater wireless networks. Proceeding of the IEEE Oceans. Yeosu, pp: 1-9.
CrossRef
-
Basaran, C., K. Kang and M.H. Suzer, 2010. Hop-by-Hop congestion control and load balancing in wireless sensor networks. Proceeding of the IEEE 35th Conference on Local Computers Networks.
CrossRef
-
Blumenthal, J., R. Grossmann, F. Golatowski and D. Timmermann, 2007. Weighted centroid localization in zigbee-based sensor networks. Proceeding of the IEEE International Symposium on Intelligent Signal Processing (WISP), pp: 1-6.
CrossRef
-
Chakraborty, A., K. Chakraborty, S.K. Mitra and M.K. Naska, 2009. An optimized lifetime enhancement scheme for data gathering in wireless sensor networks. Proceeding of the 5th IEEE Conference on Wireless Communication and Senor Networks (WCSN, 2009). Allahabad, pp: 1-6.
CrossRef
-
Di Caro, G.A. and E.F. Flushing, 2011. Optimal relay node placement for throughput enhancement in wireless sensor networks. Proceeding of the 50th Conference on FITCE Congress (FITCES), Palermo.
CrossRef
-
Joshi, P.D. and G.M. Asutkar, 2012. Lifetime enhancement of WSN by heterogeneous power distributions to nodes: A design approach. Int. J. Appl. Inform. Syst., 3(6).
-
Lokhande, P.M. and A.P. Thakare, 2013. Maximization of lifetime and minimization of delay for performance enhancement of WSN. Int. J. Technol. Manage., 2(1).
-
Long, H., Y. Liu, Y. Wang, R.P. Dick and H. Yang, 2009. Battery allocation for wireless sensor network lifetime maximization under cost constraints. Proceeding of the IEEE/ACM International Conference on Computer-Aided Design-Digest of Technical Papers. San Jose, CA, pp: 705-712.
CrossRef
-
Mannan, A., 2012. Self organizing maps based life enhancement framework for wireless sensor networks. Int. Arab J. e-Technol., 2(4).
-
Park, C., H. Kim and I. Jung, 2010. Traffic-aware routing protocol for wireless sensor networks. Proceeding of the IEEE International Conference on Information and Applied Sciences, pp: 1-8.
CrossRef
-
Quang, V.T. and T. Miyoshi, 2008. Adaptive routing protocol with energy efficiency and event clustering for wireless sensor networks. IEICE T. Commun., E91-B(9): 2795-2805.
CrossRef
-
Rad, H.J., B. Abolhassani and M. Abdizadeh, 2010. Lifetime optimization via network sectoring in cooperative wireless sensor networks. J. Wirel. Sensor Netw., 2(12).
CrossRef
-
Rashedi, E., H. Nezamabadi-Pour and S. Saryazdi, 2009. GSA: Gravitational Search Algorithm. Int. J. Inform. Sci., 179(13): 2232-2248.
CrossRef
-
Saraswat, L. and S. Kumar, 2012. Balancing the network overload for the lifetime enhancement of wireless sensor networks. Int. J. Eng. Sci. Adv. Tech., 2(2).
Competing interests
The authors have no competing interests.
Open Access Policy
This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
Copyright
The authors have no competing interests.
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ISSN (Online): 2040-7467
ISSN (Print): 2040-7459 |
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