Differential evolution for lifetime maximization of heterogeneous wireless sensor networks

Mathematical Problems in Engineering

Volumn 2013, Issue , 2013, Pages

  Xu, Yulong ^a,b   Fang, Jian'An ^a   Zhu, Wu ^a,c   Cui, Wenxia ^a  

^a DONGHUA UNIVERSITY   (China)

^b HENAN UNIVERSITY OF CHINESE MEDICINE   (China)

^c Office of Putuo District   (China)

Author keywords

[No Author keywords available]

Indexed keywords

DIFFERENTIAL EVOLUTION; DISJOINT SETS; FITNESS COMPUTATION; HETEROGENEOUS WIRELESS SENSOR NETWORKS; LIFETIME MAXIMIZATION; SOLUTION QUALITY; TARGET POINT; WIRELESS SENSOR NETWORK (WSNS);

EVOLUTIONARY ALGORITHMS; SENSORS;

WIRELESS SENSOR NETWORKS;

EID: 84877942740     PISSN: 1024123X     EISSN: 15635147     Source Type: Journal    
DOI: 10.1155/2013/172783     Document Type: Article

References (44)

1. Raty T. D., Survey on contemporary remote surveillance systems for public safety. IEEE Transactions on Systems, Man, and Cybernetics, Part C 2010 40 5 493 515
2. Akyildiz I. F., Melodia T., Chowdury K. R., Wireless multimedia sensor networks: a survey. IEEE Wireless Communications 2007 14 6 32 39 2-s2.0-37249066703 10.1109/MWC.2007.4407225 (Pubitemid 350281212)
3. Younis M., Akkaya K., Strategies and techniques for node place-ment in wireless sensor networks: a survey. Ad Hoc Networks 2008 6 4 621 655 (Pubitemid 351258396)
4. Akyildiz I. F., Su W., Sankarasubramaniam Y., Cayirci E., A survey on sensor networks. IEEE Communications Magazine 2002 40 8 102 114 2-s2.0-0036688074 10.1109/MCOM.2002.1024422 (Pubitemid 34962720)
5. Yick J., Mukherjee B., Ghosal D., Wireless sensor network survey. Computer Networks 2008 52 12 2292 2330
6. Dietrich I., Dressler F., On the lifetime of wireless sensor networks. ACM Transactions on Sensor Networks 2009 5 1, article 5 2-s2.0-60449083692 10.1145/1464420.1464425
7. Marcelloni F., Vecchio M., A simple algorithm for data compression in wireless sensor networks. IEEE Communications Letters 2008 12 6 411 413 2-s2.0-46349110612 10.1109/LCOMM.2008.080300
8. Yang S., Cheng H., Wang F., Genetic algorithms with immigrants and memory schemes for dynamic shortest path routing problems in mobile ad hoc networks. IEEE Transactions on Systems, Man and Cybernetics Part C 2010 40 1 52 63 2-s2.0-73049087609 10.1109/TSMCC.2009.2023676
9. Okdem S., Karaboga D., Routing in wireless sensor networks using an Ant Colony optimization (ACO) router chip. Sensors 2009 9 2 909 921 2-s2.0-63849162280 10.3390/s90200909
10. Ge F., Wang Y., Wang Q., Wang J., Energy efficient broadcasting based on ant colony optimization in wireless sensor networks. Proceedings of the 3rd International Conference on Natural Computation (ICNC '07) 2007 Haiko, China 129 133
11. Acharya A., Seetharam A., Bhattacharyya A., Naskar M. K., Balanc-ing energy dissipation in data gathering wireless sensor networks using ant colony optimization. Proceedings of the International Conference on Distributed Computing and Networking (ICDCN '09) 2009 Hyderabad, India 437 443
12. Chang C.-Y., Sheu J.-P., Chen Y.-C., Chang S.-W., An obstacle-free and power-efficient deployment algorithm for wireless sensor networks. IEEE Transactions on Systems, Man, and Cybernetics Part A 2009 39 4 795 806
13. Chen H., Tse C. K., Feng J., Impact of topology on performance and energy efficiency in wireless sensor networks for source extraction. IEEE Transactions on Parallel and Distributed Systems 2009 20 6 886 897
14. Liang Y., Cao J., Zhang L., Wang R., Pan Q., A biologically inspired sensor wakeup control method for wireless sensor networks. IEEE Transactions on Systems, Man and Cybernetics Part C 2010 40 5 525 538 2-s2.0-77955848160 10.1109/TSMCC.2010.2046411
15. Tharmarasa R., Kirubarajan T., Hernandez M. L., Large-scale op-timal sensor array management for multi-target tracking. IEEE Transactions Systems, Man, and Cybernetics, Part C 2007 37 5 803 814 (Pubitemid 47323551)
16. Tharmarasa R., Kirubarajan T., Peng J., Lang T., Optimization-based dynamic sensor management for distributed multitarget tracking. IEEE Transactions on Systems, Man and Cybernetics Part C 2009 39 5 534 546 2-s2.0-69549108235 10.1109/TSMCC.2009.2022175
17. Tian D., Georganas N. D., Connectivity maintenance and coverage preservation in wireless sensor networks. Ad Hoc Networks 2005 3 6 744 761 2-s2.0-24144479511 10.1016/j.adhoc.2004.03.001 (Pubitemid 41231681)
18. Zhang H., Hou J. C., Maintaining sensing coverage and connectivity in large sensor networks. Ad Hoc and Sensor Wireless Networks 2005 1 1-2 89 124
19. Park T. R., Park K. J., Lee M. J., Design and analysis of asynchronous wakeup for wireless sensor networks. IEEE Transactions on Wireless Communications 2009 8 11 5530 5541
20. Anastasi G., Conti M., Di Francesco M., Passarella A., Energy conservation in wireless sensor net works: a survey. Ad Hoc Networks 2009 7 3 537 568 10.1016/j.adhoc.2008.06.003
21. Lin Y., Zhang J., Chung S. H., Li Y., An ant colony optimization approach for maximizing the lifetime of heterogeneous wireless sensor networks. IEEE Transactions on Systems, Man, and Cybernetics Part C 2012 42 3 408 420
22. Cardei M., Zhang D. Z., Improving wireless sensor network lifetimethrough power aware organization. Wireless Networks 2005 11 3 333 340 (Pubitemid 41217860)
23. Slijepcevic S., Potkonjak M., Power efficient organization of wireless sensor networks. 2 Proceedings of the IEEE International Conference on Communications (ICC '01) 2001 Helsinki, Finland 472 476 (Pubitemid 32797460)
24. Lai C. C., Ting C. K., Ko R. S., An effective genetic algorithm to improve wireless sensor network lifetime for large-scale surveillance applications. Proceedings of the IEEE Congress on Evolutionary Computation (CEC '07) 2007 3531 3538
25. Hu X. M., Zhang J., Yu Y., Chung H. S. H., Li Y. L., Shi Y. H., Luo X. N., Hybrid genetic algorithm using a forward encoding scheme for lifetime maximization of wireless sensor networks. IEEE Transactions on Evolutionary Computation 2010 14 5 766 781
26. Zhong Y. P., Huang P. W., Wang B., Maximum lifetime routing based on ant colony algorithm for wireless sensor networks. Proceedings of the IET Conference on Wireless, Mobile and Sensor Networks 2007 Shanghai, China 789 792
27. Zhao Q., Gurusamy M., Lifetime maximization for connected target coverage in wireless sensor net works. IEEE/ACM Transactions on Networking 2008 16 6 1378 1391
28. Tang Y., Wang Z., Fang J. A., Controller design for synchronization of an array of delayed neural networks using a controllable probabilistic PSO. Information Sciences 2011 181 20 4715 4732 2-s2.0-79960561565 10.1016/j.ins.2010.09.025
29. Dorigo M., Gambardella L. M., Ant colony system: a cooperativelearning approach to the traveling salesman problem. IEEE Transactions on Evolutionary Computation 1997 1 1 53 66 (Pubitemid 127771018)
30. Tang Y., Wang Z., Fang J., Feekback learning particle swarm optimization. Applied Soft Computing 2011 11 4713 4725
31. Tang Y., Gao H. J., Distributed synchronization in networks of agent systems with nonlinearities and random switchings. IEEE Transactions on Systems, Man, and Cybernetics 2013 43 1 358 370
32. Das S., Suganthan P. N., Differential evolution: a survey of the state-of-the-art. IEEE Transactions on Evolutionary Computation 2011 15 1 4 31
33. Zhu W., Fang J. A., Tang Y., Zhang W. B., Wei Du, Digital IIR filters design using differential evolution algorithm with a controllable probabilistic population size. PLoS ONE 2012 7 7 e40549
34. Storn R., Price K., Differential evolution-a simple and efficient heuristic for global optimization over continuous spaces. Journal of Global Optimization 1997 11 4 341 359 2-s2.0-0142000477 (Pubitemid 127502202)
35. Tang Y., Wang Z., Gao H., Swift S., Kurths J., A constrained evolutionary computation method for detecting controlling regions of cortical networks. IEEE Transactions on Computational Biology and Bioinformatics 2012 9 1569 1581
36. Zhu W., Tang Y., Fang J. A., Zhang W. B., Adaptive population tuning scheme for differential evolution. Information Sciences 2013 223 164 191
37. Zhu W., Fang J. A., Tang Y., Zhang W. B., Xu Y. L., Identification of fractional-order systems via a switching differential evolution subject to noise perturbations. Physics Letters A 2012 376 3113 3120
38. Tang Y., Gao H. J., Kurths J., Fang J. A., Evolutionary pinning control and its application in uav coordination. IEEE Transactions on Industrial Informatics 2012 8 828 838
39. Brest J., Greiner S., Boskovic B., Self-adapting control parameters in differential evolution: a comparative study on numerical benchmark problems. IEEE Transactions on Evolutionary Computation 2006 10 6 646 657 (Pubitemid 46445554)
40. Zhang J., Sanderson A. C., JADE: adaptive differential evolution with optional external archive. IEEE Transactions on Evolutionary Computation 2009 13 5 945 958 2-s2.0-70349860273 10.1109/TEVC.2009.2014613
41. Cao Q., Yan T., Stankovic J., Abdelzaher T., Analysis of target detection performance for wireless sensor networks. Proceedings of the 1st IEEE International Conference on Distributed Computing in Sensor Systems (DCOSS '05) July 2005 276 292 2-s2.0-26444583385
42. Boukerche A., Fei X., Araujo R. B., An optimal coverage-preserving scheme for wireless sensor networks based on local information exchange. Computer Communications 2007 30 14-15 2708 2720 2-s2.0-34548812565 10.1016/j.comcom.2007. 05.018 (Pubitemid 47445721)
43. Feoktistov V., Janaqi S., Generalization of the strategies in differential evolution. Proceedings of the 18th International Parallel and Distributed Processing Symposium (IPDPS '04) April 2004 165
44. Ronkkonen J., Kukkonen S., Price K. V., Real parameter optimiza-tion with differential evolution. 1 Proceedings of the IEEE Congress on Evolutionary Computation 2005 506 513 (Pubitemid 41495895)