메뉴 건너뛰기




Volumn 95, Issue , 2014, Pages 149-160

Belief consensus algorithms for fast distributed target tracking in wireless sensor networks

Author keywords

Belief consensus; Belief propagation; Distributed target tracking; Particle filtering; Wireless sensor networks

Indexed keywords

BELIEF CONSENSUS; BELIEF PROPAGATION; COMMUNICATION OVERHEADS; COMMUNICATION PATH; CONSENSUS ALGORITHMS; DISTRIBUTED PARTICLES; DISTRIBUTED TARGET TRACKING; PARTICLE FILTERING;

EID: 84884612570     PISSN: 01651684     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.sigpro.2013.09.005     Document Type: Article
Times cited : (52)

References (47)
  • 1
    • 85032750861 scopus 로고    scopus 로고
    • Distributed particle filtering in agent networks a survey, classification, and comparison
    • O. Hlinka, F. Hlawatsch, and P.M. Djuric Distributed particle filtering in agent networks a survey, classification, and comparison IEEE Signal Processing Magazine 30 January 2013 61 81
    • (2013) IEEE Signal Processing Magazine , vol.30 , Issue.JANUARY , pp. 61-81
    • Hlinka, O.1    Hlawatsch, F.2    Djuric, P.M.3
  • 3
    • 0036475447 scopus 로고    scopus 로고
    • A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking
    • DOI 10.1109/78.978374, PII S1053587X0200569X
    • M.S. Arulampalam, S. Maskell, N.G. Gordon, and T. Clapp A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking IEEE Transactions on Signal Processing 50 February 2002 174 188 (Pubitemid 34291500)
    • (2002) IEEE Transactions on Signal Processing , vol.50 , Issue.2 , pp. 174-188
    • Arulampalam, M.S.1    Maskell, S.2    Gordon, N.3    Clapp, T.4
  • 5
    • 33744915783 scopus 로고    scopus 로고
    • Distributed particle filter with GMM approximation for multiple targets localization and tracking in wireless sensor network
    • DOI 10.1109/IPSN.2005.1440923, 1440923, 2005 Fourth International Symposium on Information Processing in Sensor Networks, IPSN 2005
    • X. Sheng, Y.-H. Hu, P. Ramanathan, Distributed particle filter with GMM approximation for multiple targets localization and tracking in wireless sensor network, in: Proceedings of Fourth International Symposium on Information Processing in Sensor Networks (IPSN), April 2005, pp. 181-188. (Pubitemid 43841231)
    • (2005) 2005 4th International Symposium on Information Processing in Sensor Networks, IPSN 2005 , vol.2005 , pp. 181-188
    • Sheng, X.1    Hu, Y.-H.2    Ramanathan, P.3
  • 7
    • 77953817249 scopus 로고    scopus 로고
    • Time-space-sequential distributed particle filtering with low-rate communications
    • November
    • O. Hlinka, P.M. Djuric, F. Hlawatsch, Time-space-sequential distributed particle filtering with low-rate communications, in: Proceedings of Asilomar Conference, November 2009, pp. 196-200.
    • (2009) Proceedings of Asilomar Conference , pp. 196-200
    • Hlinka, O.1    Djuric, P.M.2    Hlawatsch, F.3
  • 11
    • 36349003669 scopus 로고    scopus 로고
    • Distributed particle filter for target tracking
    • DOI 10.1109/ROBOT.2007.364070, 4209688, 2007 IEEE International Conference on Robotics and Automation, ICRA'07
    • D. Gu, Distributed particle filter for target tracking, in: Proceedings of IEEE International Conference on Robotics and Automation (ICRA), April 2007, pp. 3856-3861. (Pubitemid 350140782)
    • (2007) Proceedings - IEEE International Conference on Robotics and Automation , pp. 3856-3861
    • Gu, D.1
  • 17
    • 80051753257 scopus 로고    scopus 로고
    • Set-membership constrained particle filter distributed adaptation for sensor networks
    • S. Farahmand, S.I. Roumeliotis, and G.B. Giannakis Set-membership constrained particle filter distributed adaptation for sensor networks IEEE Transactions on Signal Processing 59 September 2011 4122 4138
    • (2011) IEEE Transactions on Signal Processing , vol.59 , Issue.SEPTEMBER , pp. 4122-4138
    • Farahmand, S.1    Roumeliotis, S.I.2    Giannakis, G.B.3
  • 23
    • 77956222547 scopus 로고    scopus 로고
    • Distributed target tracking using signal strength measurements by a wireless sensor network
    • A. Oka, and L. Lampe Distributed target tracking using signal strength measurements by a wireless sensor network IEEE Journal on Selected Areas in Communications 28 September 2010 1006 1015
    • (2010) IEEE Journal on Selected Areas in Communications , vol.28 , Issue.SEPTEMBER , pp. 1006-1015
    • Oka, A.1    Lampe, L.2
  • 31
    • 4644244041 scopus 로고    scopus 로고
    • Consensus problems in networks of agents with switching topology and time-delays
    • R. Olfati-Saber, and R. Murray Consensus problems in networks of agents with switching topology and time-delays IEEE Transactions on Automatic Control 49 September 2004 1520 1533
    • (2004) IEEE Transactions on Automatic Control , vol.49 , Issue.SEPTEMBER , pp. 1520-1533
    • Olfati-Saber, R.1    Murray, R.2
  • 32
    • 80054089428 scopus 로고    scopus 로고
    • Distributed clock synchronization for wireless sensor networks using belief propagation
    • M. Leng, and Y.-C. Wu Distributed clock synchronization for wireless sensor networks using belief propagation IEEE Transactions on Signal Processing 59 November 2011 5404 5414
    • (2011) IEEE Transactions on Signal Processing , vol.59 , Issue.NOVEMBER , pp. 5404-5414
    • Leng, M.1    Wu, Y.-C.2
  • 33
    • 79951919001 scopus 로고    scopus 로고
    • Belief consensus and distributed hypothesis testing in sensor networks
    • Springer Verlag
    • R. Olfati-Saber, E. Franco, E. Frazzoli, J.S. Shamma, Belief consensus and distributed hypothesis testing in sensor networks, in: Proceedings of NESC Worskhop, Springer Verlag, 2006, pp. 169-182.
    • (2006) Proceedings of NESC Worskhop , pp. 169-182
    • Olfati-Saber, R.1    Franco, E.2    Frazzoli, E.3    Shamma, J.S.4
  • 36
    • 33846241688 scopus 로고    scopus 로고
    • Loopy belief propagation as a basis for communication in sensor networks
    • August
    • C. Crick, A. Pfeffer, Loopy belief propagation as a basis for communication in sensor networks, in: Uncertainty in Artificial Intelligence, August 2003, pp. 159-166.
    • (2003) Uncertainty in Artificial Intelligence , pp. 159-166
    • Crick, C.1    Pfeffer, A.2
  • 38
    • 3142770678 scopus 로고    scopus 로고
    • Fast linear iterations for distributed averaging
    • L. Xiao, and S. Boyd Fast linear iterations for distributed averaging Systems and Control Letters 53 1 2004 65 78
    • (2004) Systems and Control Letters , vol.53 , Issue.1 , pp. 65-78
    • Xiao, L.1    Boyd, S.2
  • 40
    • 34250899886 scopus 로고    scopus 로고
    • Distributed average consensus with least-mean-square deviation
    • DOI 10.1016/j.jpdc.2006.08.010, PII S0743731506001808
    • L. Xiao, S. Boyd, and S.-J. Kim Distributed average consensus with least-mean-square deviation Journal of Parallel and Distributed Computing 67 2007 33 46 (Pubitemid 44828440)
    • (2007) Journal of Parallel and Distributed Computing , vol.67 , Issue.1 , pp. 33-46
    • Xiao, L.1    Boyd, S.2    Kim, S.-J.3
  • 42
    • 79251480092 scopus 로고    scopus 로고
    • Fully distributed algorithms for convex optimization problems
    • D. Mosk-Aoyama, T. Roughgarden, and D. Shah Fully distributed algorithms for convex optimization problems SIAM Journal on Optimization 20 October 2010 3260 3279
    • (2010) SIAM Journal on Optimization , vol.20 , Issue.OCTOBER , pp. 3260-3279
    • Mosk-Aoyama, D.1    Roughgarden, T.2    Shah, D.3
  • 45
    • 84988779772 scopus 로고    scopus 로고
    • Correctness of local probability propagation in graphical models with loops
    • Y. Weiss Correctness of local probability propagation in graphical models with loops Neural Computation 12 January 2000 1 41
    • (2000) Neural Computation , vol.12 , Issue.JANUARY , pp. 1-41
    • Weiss, Y.1
  • 47
    • 84856732996 scopus 로고    scopus 로고
    • Characterization of the ultra-wideband channel in confined environments with diffracting rough surfaces
    • February
    • A. Chehri, P. Fortier, P.M. Tardif, Characterization of the ultra-wideband channel in confined environments with diffracting rough surfaces, Wireless Personal Communications (Springer), vol. 62, February 2012, pp. 859-877.
    • (2012) Wireless Personal Communications , vol.62 , pp. 859-877
    • Chehri, A.1    Fortier, P.2    Tardif, P.M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.