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http://dx.doi.org/10.7840/KICS.2012.37B.4.236

An Optimization Algorithm for Minimum Energy Broadcast Problem in Wireless Sensor Networks  

Jang, Kil-Woong (한국해양대학교 데이터정보학과 네트워크 연구실)
Abstract
The minimum energy broadcast problem is for all deployed nodes to minimize a total transmission energy for performing a broadcast operation in wireless networks. In this paper, we propose a Tabu search algorithm to solve efficiently the minimum energy broadcast problem on the basis of meta-heuristic approach in wireless sensor networks. In order to make a search more efficient, we propose a novel neighborhood generating method and a repair function of the proposed algorithm. We compare the performance of the proposed algorithm with other existing algorithms through some experiments in terms of the total transmission energy of nodes and algorithm computation time. Experimental results show that the proposed algorithm is efficient for the minimum energy broadcast problem in wireless sensor networks.
Keywords
MEB; optimization; sensor networks; meta-heuristic; Tabu search;
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1 S. Kultuel-Konak, Norman A E, Coit D W, "Efficiently solving the redundancy allocation problem using Tabu search," IIE Transactions, vol. 35, pp. 515-526, 2003.   DOI
2 Das A K, Marks R J, El-Sharkawi, Arabshahi M P, Gray A, "Minimum power broadcast trees for wireless networks: integer programming formulations," In Proc. IEEE Int. Symp. Circuits and Systems, pp. 245-248, 2003.
3 Das A K, Marks R J, El-Sharkawi M, "Minimum power broadcast trees for wireless networks: optimizing using the viability lemmma," In Proc. IEEE Int. Symp. Circuits and Systems, 2002.
4 Stojmenovic I, Seddigh M, Zunic J, "Internal nodes based broadcasting in wireless networks," In Proc. 34th Hawaii Int. Conf. System Sciences, 2001.
5 Dell'Amico A, Trubian A, "Applying Tabu search to the jobshop scheduling problem," Journal of Annals of Operation Research, vol. 41, pp. 231-252, 1993.   DOI
6 Laguna M, Barnes J W, Glover F, "Tabu search methodology for a single machine scheduling problem," Journal of International Manufacturing, vol. 2, pp. 63-74, 1992.
7 Papadimitriou I, Georgiadis L, "Minimum-energy broadcasting in wireless networks using a single broadcast tree," In Proc. 2nd Int. Workshop on Modeling and Optimization in Mobile, Ad Hoc and Wireless and Computing, 2001.
8 Ye F, Luo H, Cheng, Lu S, Zhang L, "A two-tier data dissemination model for large-scale wireless sensor networks," In Proc. 8th ACM Annual Int. Conference on Mobile Computing and Networking, pp. 148-159, 2002.
9 Karl H, Willig A, Protocols and architectures for wireless sensor networks, Wiley Press, 2005.
10 Montemanni R, Gambardella L M, Das A K, "The minimum power broadcast problem in wireless networks: a simulated annealing approach," In Proc. Wireless Communications and Networking Conference, pp. 2057-2062, 2005.
11 Wu X, Wang X, Liu R, "Solving minimum power broadcast problem in wireless ad hoc networks using genetic algorithm," In Proc. the Communication Networks and Services Research Conference, pp. 203-207, 2008.
12 Wieselthier J E, Nguyen G D, Ephremides A, "On the construction of energy-efficient broadcast and multicast trees in wireless networks," In Proc. IEEE Infocom, pp. 585-594, 2000.
13 Akyildiz I F, Su W, Sankarasubramanian Y, Cayiraci E, "Wireless sensor networks: a survey," Computer Networks, vol. 38, pp. 393-422, 2002.   DOI   ScienceOn
14 Akkaya K, Younis M, "A survey on routing protocols for wireless sensor networks," Ad hoc networks, vol. 3, pp. 325-349, 2005.   DOI   ScienceOn