Minimizing Movement for Target Coverage and Network Connectivity in Mobile Sensor Networks

作者: Zhuofan Liao , Jianxin Wang , Shigeng Zhang , Jiannong Cao , Geyong Min

DOI: 10.1109/TPDS.2014.2333011

关键词:

摘要: Coverage of interest points and network connectivity are two main challenging practically important issues Wireless Sensor Networks (WSNs). Although many studies have exploited the mobility sensors to improve quality coverage andconnectivity, little attention has been paid minimization sensors’ movement, which often consumes majority limited energy thus shortens lifetime significantly. To fill in this gap, paper addresses challenges Mobile Deployment (MSD) problem investigates how deploy mobile with minimum movement form a WSN that provides both target connectivity. end, MSD is decomposed into sub-problems: Target COVerage (TCOV) Network CONnectivity (NCON) problem. We then solve TCOV NCON one by combine their solutions address The NP-hardness proved. For special case where targets disperse from each other farther than double radius, an exact algorithm based on Hungarian method proposed find optimal solution. general cases TCOV, heuristic algorithms, i.e., Basic clique partition TV-Greedy Voronoi deployment region, reduce total distance ofsensors. NCON, efficient solution Steiner tree constrained edge length proposed. Thecombination as demonstrated extensive simulation experiments, offers promising solutionto original balances load different prolongs consequently.

参考文章(63)
Vel, Van de, M. L. J.,, Theory of convex structures ,(1993)
Benyuan Liu, Olivier Dousse, Philippe Nain, Don Towsley, Dynamic Coverage of Mobile Sensor Networks IEEE Transactions on Parallel and Distributed Systems. ,vol. 24, pp. 301- 311 ,(2013) , 10.1109/TPDS.2012.141
Mingming Lu, Jie Wu, Mihaela Cardei, Minglu Li, Energy-Efficient connected coverage of discrete targets in wireless sensor networks international conference on networking. pp. 43- 52 ,(2005) , 10.1007/11534310_7
M. Birattari, T. Stutzle, M. Dorigo, Ant Colony Optimization ,(2004)
Renjie Huang, Wen-Zhan Song, Mingsen Xu, Nina Peterson, Behrooz Shirazi, Richard LaHusen, Real-World Sensor Network for Long-Term Volcano Monitoring: Design and Findings IEEE Transactions on Parallel and Distributed Systems. ,vol. 23, pp. 321- 329 ,(2012) , 10.1109/TPDS.2011.170
FuQing Yang, Jian Lü, Hong Mei, Technical framework for Internetware: An architecture centric approach Science in China Series F: Information Sciences. ,vol. 51, pp. 610- 622 ,(2008) , 10.1007/S11432-008-0051-Z
Liang He, Jianping Pan, Jingdong Xu, A Progressive Approach to Reducing Data Collection Latency in Wireless Sensor Networks with Mobile Elements IEEE Transactions on Mobile Computing. ,vol. 12, pp. 1308- 1320 ,(2013) , 10.1109/TMC.2012.105
D.C. Slaughter, D.K. Giles, D. Downey, Autonomous robotic weed control systems: A review Computers and Electronics in Agriculture. ,vol. 61, pp. 63- 78 ,(2008) , 10.1016/J.COMPAG.2007.05.008
Reinhard Schwarz, Friedemann Mattern, Detecting causal relationships in distributed computations: in search of the holy grail Distributed Computing. ,vol. 7, pp. 149- 174 ,(1994) , 10.1007/BF02277859