EECDA: Energy Efficient Clustering and Data Aggregation Protocol for Heterogeneous Wireless Sensor Networks

In recent years, energy efficiency and data gathering is a major concern in many applications of Wireless Sensor Networks (WSNs). One of the important issues in WSNs is how to save the energy consumption for prolonging the network lifetime. For this purpose, many novel innovative techniques are required to improve the energy efficiency and lifetime of the network. In this paper, we propose a novel Energy Efficient Clustering and Data Aggregation (EECDA) protocol for the heterogeneous WSNs which combines the ideas of energy efficient cluster based routing and data aggregation to achieve a better performance in terms of lifetime and stability. EECDA protocol includes a novel cluster head election technique and a path would be selected with maximum sum of energy residues for data transmission instead of the path with minimum energy consumption. Simulation results show that EECDA balances the energy consumption and prolongs the network lifetime by a factor of 51%, 35% and 10% when compared with Low-Energy Adaptive Clustering Hierarchy (LEACH), Energy Efficient Hierarchical Clustering Algorithm (EEHCA) and Effective Data Gathering Algorithm (EDGA), respectively.

[1]  Anantha P. Chandrakasan,et al.  An application-specific protocol architecture for wireless microsensor networks , 2002, IEEE Trans. Wirel. Commun..

[2]  Qing Zhao,et al.  On the lifetime of wireless sensor networks , 2005, IEEE Communications Letters.

[3]  Deborah Estrin,et al.  The impact of data aggregation in wireless sensor networks , 2002, Proceedings 22nd International Conference on Distributed Computing Systems Workshops.

[4]  Azer Bestavros,et al.  SEP: A Stable Election Protocol for clustered heterogeneous wireless sensor networks , 2004 .

[5]  Edward J. Coyle,et al.  An energy efficient hierarchical clustering algorithm for wireless sensor networks , 2003, IEEE INFOCOM 2003. Twenty-second Annual Joint Conference of the IEEE Computer and Communications Societies (IEEE Cat. No.03CH37428).

[6]  Arunita Jaekel,et al.  Clustering strategies for improving the lifetime of two-tiered sensor networks , 2008, Comput. Commun..

[7]  Xun Su A combinatorial algorithmic approach to energy efficient information collection in wireless sensor networks , 2007, TOSN.

[8]  Bahman Abolhassani,et al.  An Energy-Efficient Protocol with Static Clustering for Wireless Sensor Networks , 2007 .

[9]  Cauligi S. Raghavendra,et al.  PEGASIS: Power-efficient gathering in sensor information systems , 2002, Proceedings, IEEE Aerospace Conference.

[10]  Lili Zhang,et al.  An Effective Data Gathering Scheme in Heterogeneous Energy Wireless Sensor Networks , 2009, 2009 International Conference on Computational Science and Engineering.

[11]  Mani B. Srivastava,et al.  Computation Hierarchy for In-Network Processing , 2005, Mob. Networks Appl..

[12]  Natalija Vlajic,et al.  Wireless sensor networks: to cluster or not to cluster? , 2006, 2006 International Symposium on a World of Wireless, Mobile and Multimedia Networks(WoWMoM'06).

[13]  Konstantinos Kalpakis,et al.  An efficient clustering-based heuristic for data gathering and aggregation in sensor networks , 2003, 2003 IEEE Wireless Communications and Networking, 2003. WCNC 2003..

[14]  Dali Wei,et al.  Clustering Ad Hoc Networks: Schemes and Classifications , 2006, 2006 3rd Annual IEEE Communications Society on Sensor and Ad Hoc Communications and Networks.

[15]  Li Renfa,et al.  An Energy-Aware Distributed Clustering Algorithm in Wireless Sensor Networks , 2008, CSSE 2008.

[16]  Wu Jie,et al.  EECS:an energy-efficient clustering scheme in wireless sensor networks , 2007 .

[17]  Jiang,et al.  Energy saving in wireless sensor networks , 2009 .

[18]  Guan Xin,et al.  EEHCA: An Energy-Efficient Hierarchical Clustering Algorithm for Wireless Sensor Networks , 2008 .

[19]  P.H.J. Chong,et al.  A survey of clustering schemes for mobile ad hoc networks , 2005, IEEE Communications Surveys & Tutorials.

[20]  Hao Chen,et al.  Cluster sizing and head selection for efficient data aggregation and routing in sensor networks , 2006, IEEE Wireless Communications and Networking Conference, 2006. WCNC 2006..

[21]  R. B. Patel,et al.  EEHC: Energy efficient heterogeneous clustered scheme for wireless sensor networks , 2009, Comput. Commun..

[22]  Catherine Rosenberg,et al.  Homogeneous vs heterogeneous clustered sensor networks: a comparative study , 2004, 2004 IEEE International Conference on Communications (IEEE Cat. No.04CH37577).

[23]  Yusheng Ji,et al.  A new energy efficient approach by separating data collection and data report in wireless sensor networks , 2006, IWCMC '06.

[24]  Jiannong Cao,et al.  Maximizing network lifetime based on transmission range adjustment in wireless sensor networks , 2009, Comput. Commun..