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A Distributed Energy-Efficient Clustering Algorithm for Heterogeneous Wireless Sensor Networks
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    Abstract:

    In order to prolong the network lifetime, energy-efficient protocols should be designed to adapt the characteristic of wireless sensor networks. Clustering Algorithm is a kind of key technique used to reduce energy consumption, which can increase network scalability and lifetime. This paper studies the performance of clustering algorithm in saving energy for heterogeneous wireless sensor networks. A new distributed energy-efficient clustering scheme for heterogeneous wireless sensor networks is proposed and evaluated. In the new clustering scheme, cluster-heads are elected by a probability based on the ratio between residual energy of node and the average energy of network. The high initial and residual energy nodes will have more chances to be the cluster-heads than the low energy nodes. Simulational results show that the clustering scheme provides longer lifetime and higher throughput than the current important clustering protocols in heterogeneous environments.

    Reference
    [1]Akyildiz I,Su W,Sankarasubramaniam Y,Cayirici E.A survey on sensor networks.IEEE Communications Magazine,2002,40(8):102-114.
    [2]Krishna P,Vaidya NH,Chatterjee M,Pradhan D.A cluster-based approach for routing in dynamic networks.Proc.of the ACM SIGCOMM'97,1997,27(2):49-65.
    [3]McDonald B,Znati T.Design and performance of a distributed dynamic clustering algorithm for ad-hoc networks.In:Jacobs A,ed.Proc.of the Annual Simulation Symp.New York:IEEE Press,2001.27-35.
    [4]Mhatre V,Rosenberg C,Kofman D,Mazumdar R,Shroff N.Design of surveillance sensor grids with a lifetime constraint.In:Karl H,Willig A,Wolisz A,eds.Proc.of the EWSN 2004.Berlin:Springer-Verlag,2004.263-275.
    [5]Heinzelman WR,Chandrakasan AP,Balakrishnan H.Energy-Efficient communication protocol for wireless microsensor networks.In:Proc.of the HICSS 2000.2000.3005-3014.
    [6]Ni SY,Tseng YC,Chen YS,Sheu JP.The broadcast storm problem in a mobile ad hoc network.In:Kodesh H,ed.Proc.of the ACM/IEEE MobiCom'99.New York:ACM Press,1999.151-162.
    [7]Estrin D,Govindan R,Heidemann J,Kumar S.Next century challenges:Scalable coordination in sensor networks.In:Kodesh H,ed.Proc.of the ACM/IEEE MobiCom'99.New York:ACM Press,1999.263-270.
    [8]Duarte-Melo EJ,Liu M.Analysis of energy consumption and lifetime of heterogeneous wireless sensor networks.In:Wang CH,Lee Y,eds.Proc.of the GLOBECOM 2002.New York:IEEE Press,2002.21-25.
    [9]Smaragdakis G,Matta I,Bestavros A.SEP:A stable election protocol for clustered heterogeneous wireless sensor networks.In:Proc.of the Int'l Workshop on SANPA 2004.2004.
    [10]Heinzelman WR,Chandrakasan AP,Balakrishnan H.An application-specific protocol architecture for wireless microsensor networks.IEEE Trans.on Wireless Communications,2002,1(4):660-670.
    [11]Lindsey S,Raghavenda CS.PEGASIS:Power efficient gathering in sensor information systems.In:Williamson DA,ed.Proc.of the IEEE Aerospace Conf.Vol 3,New York:IEEE Press,2002.1125-1130.
    [12]Younis O,Fahmy S.HEED:A hybrid,energy-efficient,distributed clustering approach for ad hoc sensor networks.IEEE Trans.on Mobile Computing,2004,3(4):660-669.
    [13]Mhatre V,Rosenberg C.Design guidelines for wireless sensor networks:communication,clustering and aggregation.Ad Hoc Network Journal,2004,2(1):45-63.
    [14]Ye M,Li C,Chen G,Wu J.EECS:An energy efficient cluster scheme in wireless sensor networks.In:Dahlberg T,Oliver R,Sen A,Xue GL,eds.Proc.of the IEEE IPCCC 2005.New York:IEEE Press,2005.535-540.
    [15]Depedri A,Zanella A,Verdone R.An energy efficient protocol for wireless sensor networks.In:Proc.of the AINS 2003.Menlo Park,2003.1-6.
    [16]Bandyopadhyay S,Coyle EJ.An energy efficient hierarchical clustering algorithm for wireless sensor networks.In:Mitchell K,ed.Proc.of the INFOCOM 2003.Vol 3,New York:IEEE Press,2003.1713-1723.
    [17]Banerjee S,Khuller S.A clustering scheme for hierarchical control in multi-hop wireless networks.In:Bauer F,Cavendish D,eds.Proc.of the INFOCOM 2001.Vol 2,New York:IEEE Press,2001.1028-1037.
    [18]Krishnan R,Starobinski D.Message-Efficient self-organization of wireless sensor networks.In:Yanikomeroglu H,ed.Proc.of the IEEE WCNC 2003.Vol 3,New York:IEEE Press,2003.1603-1608.
    [19]UCN/LBL/VINT,Network simulator-NS2.1995.http://www.isi.edu/nsnam/ns/
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卿利,朱清新,王明文.异构传感器网络的分布式能量有效成簇算法.软件学报,2006,17(3):481-489

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History
  • Received:May 29,2005
  • Revised:September 06,2005
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