|
- 2015
WSN的移动Agent随机模式与分析
|
Abstract:
提出了一种随机的移动agent模式。该模式通过移动agent提供的迁移能力,支持基于群算法的事件监测,优化网络覆盖方案。通过移动agent随机生成和随机迁移,在确保对事件的检测和覆盖率的前提下,能够减少监测领域中的活动节点。通过移动agent提供的群智能提高无线传感器网络在不同环境的适应能力,适用于当网络由于能量损耗导致的分割或孤立的环境。仿真结果显示,基于该模式的算法在覆盖效率和通信距离要求上,表现出了良好的性能。
[1] | SUENAGA S, HONIDEN S. Constructing locally centralized applications by mobile agents in wireless sensor networks[C]//Proc of the ATSN. Estoril, Portugal: [s.n.], 2006. [2] LEE J W, CHOI B S, LEE J J. Energy-efficient coverage of wireless sensor networks using ant colony optimization with three types of pheromones[J]. IEEE Transactions on Industrial Informatics, 2011, 7(3): 419-427. [3] RAZAVI R, MECHITOV K, AGHA G, et al. Dynamic macroprogramming of wireless sensor networks with mobile agents[J]. Policy, 2007(1): 1-6. [4] KAKKASAGERI M S, MANVI S S, SORAGAVI G D. Mobile agent based event discovery in wireless sensor networks[C]//Proc of the 5th WSEAS Intl Conf on Applied Computer Science. Hangzhou: [s.n.], 2006. [5] SALIM S, JAVED M, AKBAR A H. A mobile agent-based architecture for fault tolerance in wireless sensor networks [C]//Communication Networks and Services Research Conference (CNSR). Montreal, QC, Canada: IEEE, 2010. [6] QI Hai-rong, XU Ying-yue, WANG Xiao-ling. Mobile- agent-based collaborative signal and information processing in sensor networks[J]. Proceedings of the IEEE, 2003, 91(8): 1172-1183. [7] CHEN M, KWON T, YUAN Y, et al. Mobile agent based wireless sensor networks[J]. Journal of Computers, 2006, 1(1): 14-21. [8] HEINZELMAN W R, CHANDRAKASAN A, BALAKRISHNAN H. Energy-efficient communication protocol for wireless microsensor networks[C]//Proceedings of the 33rd Annual Hawaii International Conference on System Sciences. Hawwii: USA, IEEE, 2000. [9] HUANG C F, TSENG Y C, LO L C. The coverage problem in three-dimensional wireless sensor networks[J]. Journal of Interconnection Networks, 2007, 8(3): 209-227. [10] LIU B, TOWSLEY D. A study of the coverage of large-scale sensor networks[C]//IEEE International Conference on Mobile Ad-hoc and Sensor Systems. Fort Lauderdale, FL, USA: IEEE, 2004. [11] YANG T, YONG T. Short life artificial fish swarm algorithm for wireless sensor network[C]//International Conference on Computational Problem-solving (ICCP). Beijing: IEEE, 2013. [12] WANG Yi-yue, LIAO Hong-mei, HU Heng-yang. Wireless sensor network deployment using an optimized artificial fish swarm algorithm[C]//International Conference on Computer Science and Electronics Engineering (ICCSEE). Hangzhou: IEEE, 2012. |