메뉴 건너뛰기




Volumn 54, Issue 5, 2008, Pages 2072-2089

Asymptotic optimality theory for decentralized sequential hypothesis testing in sensor networks

Author keywords

Asymptotically Bayes; Distributed detection; Multisensor; Sensor networks; Sequential detection; Tandem quantizer

Indexed keywords

DECENTRALIZED CONTROL; FEEDBACK CONTROL; GAUSSIAN NOISE (ELECTRONIC); MESSAGE PASSING; SENSOR DATA FUSION;

EID: 43749111360     PISSN: 00189448     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIT.2008.920217     Document Type: Article
Times cited : (74)

References (27)
  • 1
    • 43749090298 scopus 로고
    • Asymptotic sequential design of experiments with two random variables
    • L. R. Abramson, "Asymptotic sequential design of experiments with two random variables," J. Roy. Stat. Soc. Ser. B Stat. Methodol., vol. 28, no. 1. pp. 73-87, 1966.
    • (1966) J. Roy. Stat. Soc. Ser. B Stat. Methodol , vol.28 , Issue.1 , pp. 73-87
    • Abramson, L.R.1
  • 3
    • 0030780250 scopus 로고    scopus 로고
    • Distributed detection with muliple sensors: Part II- Advanced topics
    • R. S. Blum, S. A. Kassam, and H. V. Poor, "Distributed detection with muliple sensors: Part II- Advanced topics," Proc. IEEE, vol. 85, pp. 64-79, 1997.
    • (1997) Proc. IEEE , vol.85 , pp. 64-79
    • Blum, R.S.1    Kassam, S.A.2    Poor, H.V.3
  • 4
    • 0001549344 scopus 로고
    • Sequential design of experiment
    • H. Chernoff, "Sequential design of experiment," Ann. Math. Statist. vol. 30, pp. 755-770, 1959.
    • (1959) Ann. Math. Statist , vol.30 , pp. 755-770
    • Chernoff, H.1
  • 5
    • 0033349954 scopus 로고    scopus 로고
    • Multihypothesis sequential probability ratio tests - Part I: Asymptotic optimality
    • V. P. Dragalin, A. G. Tartakovsky, and V. V. Veeravalli, "Multihypothesis sequential probability ratio tests - Part I: Asymptotic optimality," IEEE Trans. Inf. Theory, vol. 45, pp. 2448-2461, 1999.
    • (1999) IEEE Trans. Inf. Theory , vol.45 , pp. 2448-2461
    • Dragalin, V.P.1    Tartakovsky, A.G.2    Veeravalli, V.V.3
  • 6
    • 0040554807 scopus 로고
    • Asymptotically optimal sequential inference and design
    • J. Kiefer and J. Sacks, "Asymptotically optimal sequential inference and design," Ann. Math. Statist., vol. 34, pp. 705-750, 1963.
    • (1963) Ann. Math. Statist , vol.34 , pp. 705-750
    • Kiefer, J.1    Sacks, J.2
  • 7
    • 0032202049 scopus 로고    scopus 로고
    • Information bounds and quick detection of parameter changes in stochastic systems
    • T. L. Lai, "Information bounds and quick detection of parameter changes in stochastic systems," IEEE Trans. Inf. Theory, vol. 44, pp. 2917-2929, 1998.
    • (1998) IEEE Trans. Inf. Theory , vol.44 , pp. 2917-2929
    • Lai, T.L.1
  • 8
    • 0033900736 scopus 로고    scopus 로고
    • Sequential multiple hypothesis testing and efficient fault detection-isolation in stochastic systems
    • T. L. Lai, "Sequential multiple hypothesis testing and efficient fault detection-isolation in stochastic systems," IEEE Trans. Inf. Theory vol. 46, pp. 595-608, 2000.
    • (2000) IEEE Trans. Inf. Theory , vol.46 , pp. 595-608
    • Lai, T.L.1
  • 9
    • 0346405517 scopus 로고    scopus 로고
    • Sequential analysis: Some classical problems and new challenges (with discussion)
    • T. L. Lai, "Sequential analysis: Some classical problems and new challenges (with discussion)," Statistica Sinica, vol. 11, pp. 303-408, 2001.
    • (2001) Statistica Sinica , vol.11 , pp. 303-408
    • Lai, T.L.1
  • 10
    • 5044243127 scopus 로고    scopus 로고
    • Asymptotically optimal methods for sequential change-point detection
    • Ph.D. dissertation, Calif. Inst. Technol, Pasadena
    • Y. Mei, "Asymptotically optimal methods for sequential change-point detection" Ph.D. dissertation, Calif. Inst. Technol., Pasadena, 2003.
    • (2003)
    • Mei, Y.1
  • 11
    • 23744508511 scopus 로고    scopus 로고
    • Information bounds and quickest change detection in decentralized decision systems
    • Jul
    • Y. Mei, "Information bounds and quickest change detection in decentralized decision systems," IEEE Trans. Inf. Theory, vol. 51, pp. 2669-2681, Jul. 2005.
    • (2005) IEEE Trans. Inf. Theory , vol.51 , pp. 2669-2681
    • Mei, Y.1
  • 13
    • 0001659816 scopus 로고
    • Statistical methods related to the law ot the iterated logarithm
    • H. Robbins, "Statistical methods related to the law ot the iterated logarithm," Ann. Math. Statist., vol. 41, pp. 1397-1409, 1970.
    • (1970) Ann. Math. Statist , vol.41 , pp. 1397-1409
    • Robbins, H.1
  • 14
    • 0039147560 scopus 로고
    • Boundary crossing probabilities for the Wiener process and partial sums
    • H. Robbins and D. Siegmund, "Boundary crossing probabilities for the Wiener process and partial sums," Ann. Math. Statist., vol. 41, pp. 1410-1429, 1970.
    • (1970) Ann. Math. Statist , vol.41 , pp. 1410-1429
    • Robbins, H.1    Siegmund, D.2
  • 15
    • 0642330048 scopus 로고
    • Statistical tests of power one and the integral representation of solutions of certain partial differential equations
    • H. Robbins and D. Siegmund, "Statistical tests of power one and the integral representation of solutions of certain partial differential equations," Bull. Inst. Math., Academia Sinica, vol. 1, pp. 93-120, 1973.
    • (1973) Bull. Inst. Math., Academia Sinica , vol.1 , pp. 93-120
    • Robbins, H.1    Siegmund, D.2
  • 16
    • 33645200635 scopus 로고
    • The variance of one-sided stopping rules
    • D. Siegmund, "The variance of one-sided stopping rules," Ann. Math. Statist., vol. 40, pp. 1074-1077, 1969.
    • (1969) Ann. Math. Statist , vol.40 , pp. 1074-1077
    • Siegmund, D.1
  • 18
    • 27144533043 scopus 로고    scopus 로고
    • An efficient sequential procedure for detecting changes in multichannel and distributed systems
    • Annapolis, MD, Jul
    • A. G. Tartakovsky and V. V. Veeravalli, "An efficient sequential procedure for detecting changes in multichannel and distributed systems," in Proc. 5th Int. Conf. Inf. Fusion, Annapolis, MD, Jul. 2002, vol. 2, pp. 1-8.
    • (2002) Proc. 5th Int. Conf. Inf. Fusion , vol.2 , pp. 1-8
    • Tartakovsky, A.G.1    Veeravalli, V.V.2
  • 20
    • 0027580482 scopus 로고
    • Extremal properties of likelihood ratio quantizers
    • J. N. Tsitsiklis, "Extremal properties of likelihood ratio quantizers," IEEE Trans. Commun., vol. 41, pp. 550-558, 1993.
    • (1993) IEEE Trans. Commun , vol.41 , pp. 550-558
    • Tsitsiklis, J.N.1
  • 21
    • 0004904640 scopus 로고    scopus 로고
    • Sequential decision fusion: Theory and applications
    • Feb
    • V. V. Veeravalli, "Sequential decision fusion: Theory and applications," J. Franklin Inst., vol. 336, pp. 301-322, Feb. 1999.
    • (1999) J. Franklin Inst , vol.336 , pp. 301-322
    • Veeravalli, V.V.1
  • 22
    • 0027558370 scopus 로고
    • Decentralized sequential detection with a fusion center performing the sequential test
    • Mar
    • V. V. Veeravalli, T. Basar, and H. V. Poor, "Decentralized sequential detection with a fusion center performing the sequential test," IEEE Irans. Inf. Theory, vol. 39, pp. 433-442, Mar. 1993.
    • (1993) IEEE Irans. Inf. Theory , vol.39 , pp. 433-442
    • Veeravalli, V.V.1    Basar, T.2    Poor, H.V.3
  • 23
    • 0030735427 scopus 로고    scopus 로고
    • Distributed detection with multiple sensors - Part I: Fundamentals
    • Jan
    • R. Viswanathan and P. K. Varshney, "Distributed detection with multiple sensors - Part I: Fundamentals," Proc. IEEE, vol. 85, pp. 54-63, Jan. 1997.
    • (1997) Proc. IEEE , vol.85 , pp. 54-63
    • Viswanathan, R.1    Varshney, P.K.2
  • 27
    • 26844540868 scopus 로고    scopus 로고
    • Decentralized estimation in an inhomgeneous sensing environment
    • Oct
    • J. Xiao and Z. Luo, "Decentralized estimation in an inhomgeneous sensing environment," IEEE Trans. Inf. Theory, vol. 51, pp. 3564-3575, Oct. 2005.
    • (2005) IEEE Trans. Inf. Theory , vol.51 , pp. 3564-3575
    • Xiao, J.1    Luo, Z.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.