Browse > Article
http://dx.doi.org/10.9717/kmms.2014.17.5.590

Data-centric Energy-aware Re-clustering Scheme for Wireless Sensor Networks  

Choi, Dongmin (Division of Undeclared Majors, Chosun University)
Lee, Jisub (Department of Computer Engineering, Chosun University)
Chung, Ilyong (Department of Computer Engineering, Chosun University)
Publication Information
Journal of Korea Multimedia Society / v.17, no.5, 2014 , pp. 590-600 More about this Journal
Abstract
In the wireless sensor network environment, clustering scheme has a problem that a large amount of energy is unnecessarily consumed because of frequently occurred entire re-clustering process. Some of the studies were attempted to improve the network performance by getting rid of the entire network setup process. However, removing the setup process is not worthy. Because entire network setup relieves the burden of some sensor nodes. The primary aim of our scheme is to cut down the energy consumption through minimizing entire setup processes which occurred unnecessarily. Thus, we suggest a re-clustering scheme that considers event detection, transmitting energy, and the load on the nodes. According to the result of performance analysis, our scheme reduces energy consumption of nodes, prolongs the network lifetime, and shows higher data collection rate and higher data accuracy than the existing schemes.
Keywords
Sensor Network; Entire Setup; Re-clustering;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
연도 인용수 순위
1 N. Bouabdallah, M.E. Rivero-Angeles, and B. Sericola, "Continuous Monitoring Using Event-Driven Reporting for Cluster-Based Wireless Sensor Networks," IEEE Transactions on Vehicular Technology, Vol. 58, Issue 7, pp. 3460-3479, 2009.   DOI   ScienceOn
2 D. Choi, J. Shen, S. Moh, and I. Chung, "Data prediction Strategy for Sensor Network Clustering Scheme," Journal of Korea Multimedia Society, Vol. 14, No. 9, pp. 1138-1151, 2011.   과학기술학회마을   DOI
3 D. Nam and H. Min, "An Energy-Efficient Clustering Using a Round-Robin Method in a Wireless Sensor Network," 5th ACIS International Conference on Software Engineering Research, Management & Applications, pp. 54-60, 2007.
4 J. Baek, S. An, and P. Fisher, "Dynamic Cluster Header Selection and Conditional Re-clustering for Wireless Sensor Networks," IEEE Transactions on Consumer Electronics, Vol. 56, Issue 4, pp. 2249-2257, 2010.   DOI
5 D. Choi, J. Shen, and I. Chung "A Study on Energy Efficient Re-clustering Scheme in Wireless Sensor Networks", Spring Conference of Korea Multimedia Society, Vol. 15, No. 1, pp. 365-367, 2012.
6 O. Younis and S. Fahmy, "Distributed Clustering in Ad-hoc Sensor Networks: A Hybrid, Energy-Efficient Approach," Twenty-third Annual Joint Conference of the IEEE Computer and Communications Societies, Vol. 1, pp. 629-640, 2004.
7 Y. Yao and J. Gehrke, "Query Processing for Sensor Networks," Proceeding of Innovative Data Systems Research Conference, 2003.
8 W. Heinzelman, A. Chandrakasan, and H. Balakrishnan, "Energy-Efficient Communication Protocol for Wireless Microsensor Networks," Proceeding of the 33rd Annual Hawaii International Conference, pp. 1-10, 2000.
9 W. Heinzelman, A. Chandrakasan, and H. Balakrishnan, "An Application-Specific Protocol Architecture for Wireless Microsensor Networks," IEEE Transactions on Wireless Communications, Vol. 1, Issue 4, pp. 660-670, 2002.   DOI   ScienceOn
10 S. Muruganathan, D. Ma, R. Bhasin, and A. Fapojuwo, "A Centralized Energy-Efficient Routing Protocol for Wireless Sensor Networks," IEEE Communications Magazine, Vol. 43, Issue 3, pp. s8-13, 2005.
11 A. Manjeshwar and D. Agarwal, "TEEN: A Routing Protocol for Enhanced Efficiency in Wireless Sensor Networks," Parallel and Distributed Processing Symposium, pp. 2009-2015, 2001.
12 A. Manjeshwar and D. Agarwal, "APTEEN: A Hybrid Protocol for Efficient Routing and Comprehensive Information Retrieval in Wireless Sensor Networks," Parallel and Distributed Processing Symposium, 2002.
13 D. Choi, S. Moh, and I. Chung, "Regional Clustering Scheme in Densely Deployed Wireless Sensor Networks for Weather Monitoring Systems," 12th IEEE International Conference on High Performance Computing and Communications, pp. 497-502, 2010.
14 D. Choi, S. Moh, and I. Chung, "ARCS: An Energy-Efficient Clustering Scheme for Sensor Network Monitoring Systems," ISRN Communications and Networking, Vol. 2011, Article ID 572572, 2011.
15 T. Kaur and Jinsuk Baek, "A Strategic Deployment and Cluster-Header Selection for Wireless Sensor Networks," IEEE Transactions on Consumer Electronics, Vol. 55, No. 4, pp. 1890-1897, 2009.   DOI
16 D. Choi, S. Moh, and I. Chung, "An Analysis of Threshold-sensitive Variable Area Clustering protocol in Wireless Sensor Networks," Journal of Korea Multimedia Society, Vol. 12, No. 11, pp. 1609-1622, 2009.   과학기술학회마을
17 Y. Tseng, S. Ni, Y. Chen, and J. Sgeu, "The Broadcast Strom Problem in a Mobile Ad Hoc Network," The Journal of Mobile Communication Computation and Information, Vol. 8, No. 1-2, pp. 153-167, 2002.
18 J. Lee and P. Mohapatra, "An Analytical Model for the Energy Hole Problem in Manyto- one Sensor Networks," Proceeding of Vehicular Technology Conference, Vol. 4, pp. 2721-2725, 2005.
19 X. Wu, G. Chen, and S. Das, "Avoiding Energy Holes in Wireless Sensor Networks with Nonuniform Node Distribution," IEEE Transactions on Parallel and Distributed Systems, Vol. 19, No. 5, pp. 710-720, 2008.   DOI   ScienceOn
20 G.J. Pottie and W.J. Kaiser, "Wireless Integrated Network Sensors," Communications of the ACM, Vol. 43, Issue 5, pp. 51-58, 2000.   DOI   ScienceOn