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A chaotic parallel genetic algorithm for the allocation of a multi-objective cross-layer wireless sensor network resource is provided, in which chaotic sequence and parallel genetic algorithm are used to dynamically adjust target selection, communication time slots and other parameters for optimizing the global cross-layer resource allocation. Simulations are conducted to compare the chaotic parallel genetic algorithm method with random allocation algorithm, dynamic programming algorithm, T-MAC protocol and the S-MAC protocol separalely. The simulation results show that the chaotic parallel genetic algorithm has a small communication delay and high success rate of target detection, which reduces the power consumption and improves the real-time characteristic of wireless sensor network.
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Keywords:
- wireless sensor network /
- radio resource management /
- Henon map /
- parallel genetic algorithm
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[1] Mukhopadhyay S, Schurgers C, Panigrahi D, Dey S 2009 IEEE Transactions on Mobile Computing 8 528
[2] Boukerche A, Samarah S 2009 IEEE Transactions on Vehicular Technology 58 4426
[3] Du J Z, Shi W S 2008 IEEE Transactions on Vehicular Technology 57 3723
[4] Raymond D R, Marchany R C, Brownfield M I, Midkiff S F 2009 IEEE Transactions on Vehicular Technology 58 367
[5] Woonsik L, Minh N, Verma A, Hwang L 2009 IEEE Transactions on Wireless Communications 8 4375
[6] Merhi Z, Elgamel M, Bayoumi M 2009 IEEE Transactions on Mobile Computing 8 1690
[7] Boukerche A, Samarah S 2008 IEEE Transactions on Parallel and Distributed Systems 19 865
[8] Chen F X, Zhang W D 2007 Chin. Phys. 16 937
[9] Wang F Q, Liu C X 2007 Chin. Phys. 16 946
[10] Xiao Y Z, Xu W 2007 Chin. Phys. 16 1597
[11] Wu W, Cui B T 2007 Chin. Phys. 16 1889
[12] Kwan-Wu C 2009 IEEE Transactions on Consumer Electronics 55 1898
[13] Akyildiz I F, Melodia T, Chowdhury K R 2008 Proceedings of the IEEE 96 1588
[14] Kulkarni S, Iyer A, Rosenberg C 2006 IEEE/ACM Transactions on Networking 14 793
[15] Shah-Mansouri V, Wong V 2009 IEEE Transactions on Wireless Communications 9 1924
[16] Wang Xin, Wang Di, Zhuang H Q, Morgera S D 2010 IEEE Journal on Selected Areas in Communications 28 1063
[17] Yan H, Wei P, Xiao X C 2009 Chin. Phys. B 18 3287
[18] Luo X H 2009 Chin. Phys. B 18 3304
[19] Peng J H, Yu H J 2007 Acta Phys. Sin.56 4353 (in Chinese)[彭建华、于洪洁 2007 物理学报 56 4353]
[20] Liu X W, Huang Q Z, Gao X, Shao S Q 2007 Chin. Phys. 16 2272
[21] Sun Z K, Xu W, Yang X L 2007 Chin. Phys. 16 3226
[22] Zhang J S 2007 Chin. Phys. 16 352
[23] Wang G Y, Zheng Y, Liu J B 2007 Acta Phys. Sin.56 3113(in Chinese)[王光义、郑 艳、刘敬彪 2007 物理学报 56 3113]
[24] Liu Y Z, Jiang C S, Lin C S, Jiang Y M 2007 Chin. Phys. 16 660
[25] Gao B J, Lu J A 2007 Chin. Phys. 16 666
[26] Wang X Y, Meng J 2009 Acta Phys. Sin.58 3780 (in Chinese)[王兴元、孟 娟 2009 物理学报 58 3780]
[27] Wang G Y, Liu J B, Zheng X 2007 Chin. Phys. 16 2278
[28] Xu Y, Zhang J X, Xu X, Zhou H 2007 Chin. Phys. 16 2285
[29] Fan L, Xia G Q, Wu Z M 2009 Acta Phys. Sin.58 989(in Chinese)[樊 利、夏光琼、吴正茂 2009 物理学报 58 989]
[30] Zhou P 2007 Chin. Phys. 16 1263
[31] Lu J J, Liu C X 2007 Chin. Phys. 16 1586
[32] Hu J B, Han Y, Zhao L D 2009 Acta Phys. Sin.58 2235 (in Chinese)[胡建兵、韩焱、赵灵冬 2009 物理学报 58 2235]
[33] Li G H 2007 Chin. Phys. 16 2608
[34] Wang S, Cai L, Li Q, Wu G 2007 Chin. Phys. 16 2631
[35] Gao J H, Xie L L, Peng J H 2009 Acta Phys. Sin.58 5218 (in Chinese)[高继华、谢玲玲、彭建华 2009 物理学报 58 5218]
[36] Wu Z M, Xie J Y 2007 Chin. Phys. 16 1901
[37] Song Y Z 2007 Chin. Phys. 16 1918
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