Performance Evaluation of Clustering Protocols for Heterogeneous Wireless Sensor Networks
Abstract
Wireless Sensor Network (WSN) consists of spatially distributed autonomous sensors to monitor physical or environmental conditions, such as temperature, sound, vibration, pressure, motion or pollutants and to cooperatively pass their data through the network to a main location. Many routing, power management and data dissemination protocols have been specifically designed for WSNs where energy consumption is an essential design issue. Since WSN protocols are application specific, so the focus has been given to the architecture. The routing protocols for WSN can be classified in three main categories: data centric, hierarchical and location based. Each of the routing protocol has the common objective of trying to get better throughput and to extend the lifetime of sensor network.
The focus of this paper is along the following lines: Identifying the Optimal Clustering Routing Protocol for the Heterogeneous Wireless Sensor Networks. For this, we have proposed a Zone-Based Heterogeneous Energy Efficient Clustering Protocol (ZHEEC) for heterogeneous WSN. We have performed simulations in MATLAB 7.0. MATLAB (matrix laboratory) is a numerical computing environment and fourth-generation programming language. We will show the detail comparison of proposed ZHEEC protocol with other benchmark protocols like LEACH, SEP and EERP in terms of Network lifetime. Finally a best protocol is obtained.
References
C. S. Raghavendra, K. M. Sivalingam, T. Znati Eds.,Wireless Sensor Networks, Kluwer Academic, New York, 2004.
E. Cayirci, R. Govindan, T. Znati, M. Srivastava, Editorial: ‘‘Wireless Sensor Networks,’’ Computer Networks: International Journal of Computer and Telecommunications Networking, Vol. 43, No. 4, Nov. 2003.
T. Znati, C. Raghavendra, K. Sivalingam, Guest editorial, Special Issue on Wireless Sensor Networks, Mobile Networks and Applications, Vol. 8, No. 4, Aug. 2003.
D. P. Agrawal and Q-A Zeng, Introduction to Wireless and Mobile Systems. Brooks/Cole Publishing, Aug. 2003.
Y. S. Ian F. Akyildiz, Weilian Su and E. Cayirci, “A survey on sensor networks,” IEEE Communications Magazine, vol. 40, no. 8, pp. 102 –114, Aug. 2002.
H. Wu, C. Wang, and N. Tzeng, “Novel self-configurable positioning technique for multihop wireless networks,” IEEE/ACM Transactions on Networking, vol. 13, no. 3, pp. 609–620, June 2005.
J.-J. Lee, B. Krishnamachari, and C.-C. J. Kuo, “Impact of heterogeneous deployment on lifetime sensing coverage in sensor networks,” in Proceedings of the First Annual IEEE Communications Society Conference on Sensor and Ad Hoc Communications and Networks (SECON), Oct 2004, pp. 367 –376.
M. Yarvis, N. Kushalnagar, H. Singh, A. Rangarajan, Y. Liu, and S. Singh, “Exploiting heterogeneity in sensor networks,” in Proceedings of IEEE INFOCOM, 2005.
V. P. Mhatre, C. Rosenberg, D. Kofman, R. Mazumdar, and N. Shroff, “A minimum cost heterogeneous sensor network with a lifetime constraint,” IEEE Transactions on Mobile Computing, vol. 4, no. 1, pp. 4–15, 2005.
Lindsey, S., Raghavendra, C., Sivalingam, K.M., 2002.“Data Gathering Algorithms in Sensor Networks Using Energy Metrics,” IEEE Transactions on Parallel and Distributed System, vol. 13, no. 9, pp. 924-935.
Al-Karaki, J.N., Kamal, A.E., 2004. “Routing techniques in wireless sensor networks: a survey,” IEEE Wireless Communications, vol.11, no.6, pp. 6-28.
[12] Mollanoori, M., Charkari, N.M., 2008. “LAD: A Routing Algorithm to Prolong the Lifetime of Wireless Sensor Networks,” In Institute of Electrical and Electronics Engineers, 2008 IEEE International Conference on Networking, Sensing and Control. Sanya, China April 6-8 2008. USA: New York, pp. 983-987.
Heinzelman, W.B., Chandraksaan, A.P., Balakrishnan, H., 2002. “An Application - Specific Protocol Architecture for Wireless Sensor Networks,” IEEE Transactions on Wireless Communications, vol. 1, no. 4, pp. 660-670
Tsai, Y.R., 2007. “Coverage-Preserving Routing Protocols for Randomly Distributed Wireless Sensor Networks,”IEEE Transactions on Wireless Communications, vol.6, no. 4, pp. 1240-1245. 56.
S. Bandyopadhyay and E. J. Coyle. An energy efficient hierarchical clustering algorithm for wireless sensor networks. In Proceedings of the 22nd Annual Joint Conference of the IEEE Computer and Communications Societies (Infocom 2003), April 2003
W. R. Heinzelman, A. P. Chandrakasan, and H. Balakrishnan “An application-specific protocol architecture for wireless microsensor networks,” IEEE Transactions on Wireless Communications, vol. 1, no. 4, pp. 660–670, October 2002
Li Qing, Qingxin Zhu, Mingwen Wang, Design of a distributed energy-efficient clustering algorithm for heterogeneous wireless sensor networks, Computer Communications, Volume 29, Issue 12, 4 August 2006, Pages 2230-2237.
W. Heinzelman, A. Chandrakasan, and H. Balakrishnan, “Energy-efficient routing protocols for wireless microsensor networks,” in Proc. 33rd Hawaii Int. Conf. System Sciences (HICSS), Maui, HI, Jan. 2000.
F. Zhao and L. Guibas, Wireless Sensor Networks: An Information Processing Approach Elsevier Inc., New York, USA, 2004.
Yan Zhang, Laurence T.Yang, and Jiming Chen. 2010. RFID and sensor networks: architectures, protocols, security, and integrations. CRC Press-Taylor & Francis Group
DOI: http://dx.doi.org/10.21535%2FProICIUS.2013.v9.412
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