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Volumn 57, Issue 5, 2009, Pages 1987-1999

Tracking in wireless sensor networks using particle filtering: Physical layer considerations

Author keywords

Channel aware signal processing; Particle filters; Posterior Cram r Rao lower bound; Wireless communication channels; Wireless sensor networks (WSNs)

Indexed keywords

CHANNEL AWARE; CHANNEL-AWARE SIGNAL PROCESSING; DESIGN PARAMETERS; FUSION CENTER; LOWER BOUNDS; PARTICLE FILTER; PARTICLE FILTERING; PARTICLE FILTERS; PHYSICAL LAYERS; RECEIVER ARCHITECTURE; SIMULATION RESULT; SMALL NUMBER OF SENSORS; THEORETICAL PERFORMANCE; TRACKING ALGORITHM; TRACKING PERFORMANCE; WIRELESS CHANNEL MODEL; WIRELESS COMMUNICATION CHANNELS;

EID: 65649105456     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2009.2014818     Document Type: Article
Times cited : (69)

References (24)
  • 1
    • 50149089178 scopus 로고    scopus 로고
    • Bandwidth-efficient target tracking in distributed sensor networks using particle filters
    • Florence, Italy, Jul
    • L. Zuo, K. Mehrotra, P. K. Varshney, and C. Mohan, "Bandwidth-efficient target tracking in distributed sensor networks using particle filters," in Proc. Conf. Information Fusion (Fusion 2006), Florence, Italy, Jul. 2006.
    • (2006) Proc. Conf. Information Fusion (Fusion 2006)
    • Zuo, L.1    Mehrotra, K.2    Varshney, P.K.3    Mohan, C.4
  • 2
    • 4544281387 scopus 로고    scopus 로고
    • Sequential acoustic energy based source localization using particle filter in a distributed sensor network
    • Montreal, QC, Canada, May
    • X. Sheng and Y. Hu, "Sequential acoustic energy based source localization using particle filter in a distributed sensor network," in Proc. Int. Conf. Acoustics, Speech, Signal Processing (ICASSP), Montreal, QC, Canada, May 2004.
    • (2004) Proc. Int. Conf. Acoustics, Speech, Signal Processing (ICASSP)
    • Sheng, X.1    Hu, Y.2
  • 3
    • 4344633231 scopus 로고    scopus 로고
    • Dynamic sensor collaboration via sequential Monte Carlo
    • Aug
    • D. Guo and X. Wang, "Dynamic sensor collaboration via sequential Monte Carlo," IEEE J. Sel. Areas Commun., vol. 22, no. 6, pp. 1037-1047, Aug. 2004.
    • (2004) IEEE J. Sel. Areas Commun , vol.22 , Issue.6 , pp. 1037-1047
    • Guo, D.1    Wang, X.2
  • 4
    • 44949223387 scopus 로고    scopus 로고
    • Target tracking by particle filtering in binary sensor networks
    • Jun
    • P. M. Djuric, M. Vemula, and M. F. Bugallo, "Target tracking by particle filtering in binary sensor networks," IEEE Trans. Signal Process., vol. 56, no. 6, pp. 2229-2238, Jun. 2006.
    • (2006) IEEE Trans. Signal Process , vol.56 , Issue.6 , pp. 2229-2238
    • Djuric, P.M.1    Vemula, M.2    Bugallo, M.F.3
  • 7
    • 33947187995 scopus 로고    scopus 로고
    • Target location estimation in sensor networks with quantized data
    • Dec
    • R. Niu and P. K. Varshney, "Target location estimation in sensor networks with quantized data," IEEE Trans. Signal Process., vol. 54, no. 12, pp. 4519-4528, Dec. 2006.
    • (2006) IEEE Trans. Signal Process , vol.54 , Issue.12 , pp. 4519-4528
    • Niu, R.1    Varshney, P.K.2
  • 8
    • 65649112018 scopus 로고    scopus 로고
    • Robust target localization from binary decisions in wireless sensor networks
    • Dept. of Statistics Univ. of Michigan, Tech. Rep. 452, Mar
    • N. Katenka, E. Levina, and G. Michailidis, "Robust target localization from binary decisions in wireless sensor networks," Dept. of Statistics Univ. of Michigan, Tech. Rep. 452, Mar. 2007.
    • (2007)
    • Katenka, N.1    Levina, E.2    Michailidis, G.3
  • 9
    • 61549102392 scopus 로고    scopus 로고
    • Channel aware target localization with quantized data in wireless sensor networks
    • Mar
    • O. Ozdemir, R. Niu, and P. K. Varshney, "Channel aware target localization with quantized data in wireless sensor networks," IEEE Trans. Signal Process., vol. 57, no. 3, pp. 1190-1202, Mar. 2009.
    • (2009) IEEE Trans. Signal Process , vol.57 , Issue.3 , pp. 1190-1202
    • Ozdemir, O.1    Niu, R.2    Varshney, P.K.3
  • 10
    • 6344287014 scopus 로고    scopus 로고
    • Channel aware decision fusion in wireless sensor networks
    • Dec
    • B. Chen, R. Jiang, T. Kasetkasem, and P. K. Varshney, "Channel aware decision fusion in wireless sensor networks," IEEE Trans. Signal Process., vol. 52, no. 12, pp. 3454-3458, Dec. 2004.
    • (2004) IEEE Trans. Signal Process , vol.52 , Issue.12 , pp. 3454-3458
    • Chen, B.1    Jiang, R.2    Kasetkasem, T.3    Varshney, P.K.4
  • 11
    • 13444288065 scopus 로고    scopus 로고
    • On the optimality of the likelihood-ratio test for local sensor decision roles in the presence of nonideal channels
    • Feb
    • B. Chen and P. Willett, "On the optimality of the likelihood-ratio test for local sensor decision roles in the presence of nonideal channels," IEEE Trans. Inf. Theory, vol. 51, no. 2, pp. 693-699, Feb. 2005.
    • (2005) IEEE Trans. Inf. Theory , vol.51 , Issue.2 , pp. 693-699
    • Chen, B.1    Willett, P.2
  • 12
    • 29144454572 scopus 로고    scopus 로고
    • Fusion of censored decisions in wireless sensor networks
    • Nov
    • R. Jiang and B. Chen, "Fusion of censored decisions in wireless sensor networks," IEEE Trans. Wireless Commun., vol. 4, no. 6, pp. 2668-2673, Nov. 2005.
    • (2005) IEEE Trans. Wireless Commun , vol.4 , Issue.6 , pp. 2668-2673
    • Jiang, R.1    Chen, B.2
  • 13
    • 33244488501 scopus 로고    scopus 로고
    • Fusion of decisions transmitted over Rayleigh fading channels in wireless sensor networks
    • Mar
    • R. Niu, B. Chen, and P. K. Varshney, "Fusion of decisions transmitted over Rayleigh fading channels in wireless sensor networks," IEEE Trans. Signal Process., vol. 54, no. 3, pp. 1018-1027, Mar. 2006.
    • (2006) IEEE Trans. Signal Process , vol.54 , Issue.3 , pp. 1018-1027
    • Niu, R.1    Chen, B.2    Varshney, P.K.3
  • 15
    • 33746881413 scopus 로고    scopus 로고
    • Channel optimized quantizers for decentralized detection in wireless sensor networks
    • Jul
    • B. Liu and B. Chen, "Channel optimized quantizers for decentralized detection in wireless sensor networks," IEEE Trans. Inf. Theory, vol. 52, no. 7, pp. 3349-3358, Jul. 2006.
    • (2006) IEEE Trans. Inf. Theory , vol.52 , Issue.7 , pp. 3349-3358
    • Liu, B.1    Chen, B.2
  • 16
    • 33846190670 scopus 로고    scopus 로고
    • Detection performance limits for distributed sensor networks in the presence of nonideal channels
    • Nov
    • Q. Cheng, B. Chen, and P. K. Varshney, "Detection performance limits for distributed sensor networks in the presence of nonideal channels," IEEE Trans. Wireless Comm., vol. 5, no. 11, pp. 3034-3038, Nov. 2006.
    • (2006) IEEE Trans. Wireless Comm , vol.5 , Issue.11 , pp. 3034-3038
    • Cheng, Q.1    Chen, B.2    Varshney, P.K.3
  • 19
    • 0037445307 scopus 로고    scopus 로고
    • Energy-based collaborative source localization using acoustic micro-sensor array
    • Jan
    • Y. Hu and D. Li, "Energy-based collaborative source localization using acoustic micro-sensor array," EURASIP J. Appl. Signal Process., vol. 2003, no. 1, pp. 321-337, Jan. 2003.
    • (2003) EURASIP J. Appl. Signal Process , vol.2003 , Issue.1 , pp. 321-337
    • Hu, Y.1    Li, D.2
  • 20
    • 37749025998 scopus 로고    scopus 로고
    • On energy-based acoustic source localization for sensor networks
    • Jan
    • C. Meesookho and U. Mitra, "On energy-based acoustic source localization for sensor networks," IEEE Trans. Signal Process., vol. 56, no. 1, pp. 365-377, Jan. 2008.
    • (2008) IEEE Trans. Signal Process , vol.56 , Issue.1 , pp. 365-377
    • Meesookho, C.1    Mitra, U.2
  • 21
    • 0036475447 scopus 로고    scopus 로고
    • A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking
    • Feb
    • M. S. Arulampalam, S. Maskell, N. Gordon, and T. Clapp, "A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking," IEEE Trans. Signal Process., vol. 50, no. 2, pp. 174-188, Feb. 2002.
    • (2002) IEEE Trans. Signal Process , vol.50 , Issue.2 , pp. 174-188
    • Arulampalam, M.S.1    Maskell, S.2    Gordon, N.3    Clapp, T.4
  • 22
    • 0003665481 scopus 로고    scopus 로고
    • A. Doucet, N. de Freitas, and N. Gordon, Eds, New York: Springer
    • A. Doucet, N. de Freitas, and N. Gordon, Eds., Sequential Monte Carlo Methods in Practice. New York: Springer, 2001.
    • (2001) Sequential Monte Carlo Methods in Practice
  • 23
    • 0032071054 scopus 로고    scopus 로고
    • Posterior Cramér-Rao bounds for discrete-time nonlinear filtering
    • May
    • P. Tichavský, C. H. Muravchik, and A. Nehorai, "Posterior Cramér-Rao bounds for discrete-time nonlinear filtering," IEEE Trans. Signal Process., vol. 46, no. 2, pp. 1386-1395, May 1998.
    • (1998) IEEE Trans. Signal Process , vol.46 , Issue.2 , pp. 1386-1395
    • Tichavský, P.1    Muravchik, C.H.2    Nehorai, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.