Browse > Article
http://dx.doi.org/10.14372/IEMEK.2013.8.6.339

Energy-Aware System Lifetime Maximization Algorithm in Multi-Hop Sensor Network  

Kim, Tae-Rim (LIG Nex1)
Kim, Bum-Su (LIG Nex1)
Park, Hwa-Kyu (LIG Nex1)
Publication Information
Abstract
This paper addresses the system lifetime maximization algorithm in multi-hop sensor network system. A multi-hop sensor network consists of many battery-driven sensor nodes that collaborate with each other to gather, process, and communicate information using wireless communications. As sensor-driven applications become increasingly integrated into our lives, we propose a energy-aware scheme where each sensor node transmits informative data with adaptive data rate to minimize system energy consumption. We show the optimal data rate to maximize the system lifetime in terms of remaining system energy. Furthermore, the proposed algorithm experimentally shows longer system lifetime in comparison with greedy algorithm.
Keywords
Multi-hop sensor network; Energy-performance optimization; Energy-constrained embedded system; System modeling; Network management;
Citations & Related Records
연도 인용수 순위
  • Reference
1 V.P. Mhatre, C. Rosenberg, D. Kofman, R. Mazumdar, 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.   DOI   ScienceOn
2 D. Duan, F. Qu, L. Yang, A. Swami, J.C. Principe, "Modulation selection from a battery power efficiency perspective," IEEE Transactions on Communications, Vol. 58, No. 7, pp.1907-1911, 2010.   DOI   ScienceOn
3 M. Younis, M. Youssef, K. Arisha, "Energy-aware routing in cluster-based sensor networks," Proceedings of the 10th IEEE/ACM International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, 2002.
4 P.J.M. Havinga, G.J.M. Smit, "Design techniques for low power systems," Journal of Systems Architecture, Vol. 46, No. 1, pp.1-21, 2000.   DOI   ScienceOn
5 S. Bandyopadhyay, E. Coyle, "An energy efficient hierarchical clustering algorithm for wireless sensor networks," Proceedings of INFOCOM, Vol. 3, pp.1713-23, 2003.
6 X. Wu, G. Chen, S.K. 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
7 S. Cui, A.J. Goldsmith, "Energy-constrained modulation optimization," IEEE Transactions on Wireless Communications, Vol. 4, No. 5, pp.2349-2369, 2005.   DOI   ScienceOn
8 C. Isheden, Z. Chong, E. Jorswieck, G. Fettweis, "Framework for link-level energy efficiency optimization with informed transmitter," IEEE Transactions Wireless Communications, Vol. 11, No. 8, pp.2946-2957, 2012.
9 Q. Tang, L. Yang, G.B. Giannakis, T. Qin, "Battery power efficiency of PPM and FSK in wireless sensor networks," IEEE Trans. Communications, Vol. 6, No. 4, pp.1308-1319, 2007.
10 A. Varma, B. Jacob, E. Debes, I. Kozintsev, P. Klein. "Accurate and fast system-level power modeling: An xscale-based case study," ACM Transactions in Embedded Computing Systems, Vol. 6, No. 4, 2007.