An energy aware fuzzy unequal clustering algorithm for wireless sensor networks

作者: Hakan Bagci , Adnan Yazici

DOI: 10.1109/FUZZY.2010.5584580

关键词:

摘要: In order to gather information more efficiently, wireless sensor networks (WSNs) are partitioned into clusters. The most of the proposed clustering algorithms do not consider location base station. This situation causes hot spots problem in multi-hop WSNs. Unequal mechanisms, which designed by considering station location, solve this problem. paper, we introduce a fuzzy unequal algorithm (EAUCF) aims prolong lifetime EAUCF adjusts cluster-head radius residual energy and distance parameters nodes. helps decreasing intra-cluster work nodes closer or have lower battery level. We utilize logic for handling uncertainties estimation. compare our with some popular literature, namely LEACH, CHEF EEUC, according First Node Dies (FND), Half Nodes Alive (HNA) energy-efficiency metrics. Our simulation results show that performs better than other cases. Therefore, is stable energy-efficient be utilized any real time WSN application.

参考文章(12)
Charles E. Perkins, Elizabeth M. Royer, The Ad Hoc on-demand distance-vector protocol Ad hoc networking. pp. 173- 219 ,(2001)
Chengfa Li, Mao Ye, Guihai Chen, Jie Wu, An energy-efficient unequal clustering mechanism for wireless sensor networks mobile adhoc and sensor systems. pp. 597- 604 ,(2005) , 10.1109/MAHSS.2005.1542849
O. Younis, M. Krunz, S. Ramasubramanian, Node clustering in wireless sensor networks: recent developments and deployment challenges IEEE Network. ,vol. 20, pp. 20- 25 ,(2006) , 10.1109/MNET.2006.1637928
Tao Shu, Marwan Krunz, Sarma Vrudhula, Power balanced coverage-time optimization for clustered wireless sensor networks mobile ad hoc networking and computing. pp. 111- 120 ,(2005) , 10.1145/1062689.1062705
M.J. Handy, M. Haase, D. Timmermann, Low energy adaptive clustering hierarchy with deterministic cluster-head selection 4th International Workshop on Mobile and Wireless Communications Network. pp. 368- 372 ,(2002) , 10.1109/MWCN.2002.1045790
Jong-Myoung Kim, Seon-Ho Park, Young-Ju Han, Tai-Myoung Chung, CHEF: Cluster Head Election mechanism using Fuzzy logic in Wireless Sensor Networks 2008 10th International Conference on Advanced Communication Technology. ,vol. 1, pp. 654- 659 ,(2008) , 10.1109/ICACT.2008.4493846
W.R. Heinzelman, A. Chandrakasan, H. Balakrishnan, Energy-efficient communication protocol for wireless microsensor networks hawaii international conference on system sciences. ,vol. 9, pp. 8020- 8020 ,(2000) , 10.1109/HICSS.2000.926982
Elizabeth M. Belding-Royer, Hierarchical routing in ad hoc mobile networks Wireless Communications and Mobile Computing. ,vol. 2, pp. 515- 532 ,(2002) , 10.1002/WCM.74
I. Gupta, D. Riordan, S. Sampalli, Cluster-head election using fuzzy logic for wireless sensor networks conference on communication networks and services research. pp. 255- 260 ,(2005) , 10.1109/CNSR.2005.27