메뉴 건너뛰기




Volumn 31, Issue 4, 2012, Pages 481-504

Bayesian quickest detection in sensor arrays

Author keywords

Bayesian quickest detection; Multiple change point detection; Particle filtering; Sensor arrays

Indexed keywords

CHANGE POINT DETECTION; CONTINUOUS-TIME FORMULATION; EFFICIENT NUMERICAL SCHEMES; NUMERICAL EXAMPLE; OPTIMAL DETECTION; OPTIMAL STOPPING; PARTICLE FILTERING; QUICKEST DETECTION;

EID: 84874232941     PISSN: 07474946     EISSN: 15324176     Source Type: Journal    
DOI: 10.1080/07474946.2012.719437     Document Type: Article
Times cited : (35)

References (33)
  • 2
    • 64549161212 scopus 로고    scopus 로고
    • Optimal Tracking of a Hidden Markov Chain Under Point Process Observations
    • Bayraktar, E. and Ludkovski, M. (2009). Optimal Tracking of a Hidden Markov Chain Under Point Process Observations, Stochastic Processes and Applications 119: 1792-1822.
    • (2009) Stochastic Processes and Applications , vol.119 , pp. 1792-1822
    • Bayraktar, E.1    Ludkovski, M.2
  • 3
    • 77949423737 scopus 로고    scopus 로고
    • Inventory Management with Partially Observed Nonstationary Demand
    • Bayraktar, E. and Ludkovski, M. (2010). Inventory Management with Partially Observed Nonstationary Demand, Annals of Operations Research 176: 7-39.
    • (2010) Annals of Operations Research , vol.176 , pp. 7-39
    • Bayraktar, E.1    Ludkovski, M.2
  • 4
    • 39449098474 scopus 로고    scopus 로고
    • Quickest Detection of a Minimum of Two Poisson Disorder Times
    • Bayraktar, E. and Poor, H. (2008). Quickest Detection of a Minimum of Two Poisson Disorder Times, SIAM Journal on Control and Optimization 46: 308-331.
    • (2008) SIAM Journal on Control and Optimization , vol.46 , pp. 308-331
    • Bayraktar, E.1    Poor, H.2
  • 5
    • 48249114024 scopus 로고    scopus 로고
    • Real Time Bayesian Estimation of the Epidemic Potential of Emerging Infectious Diseases
    • Bettencourt, L. and Ribeiro, R. (2008). Real Time Bayesian Estimation of the Epidemic Potential of Emerging Infectious Diseases, PLoS One 3: e2185.
    • (2008) PLoS One , vol.3
    • Bettencourt, L.1    Ribeiro, R.2
  • 7
    • 52949100241 scopus 로고    scopus 로고
    • Multisource Bayesian Sequential Change Detection
    • Dayanik, S., Poor, V., and Sezer, S. (2008a). Multisource Bayesian Sequential Change Detection, Annals of Applied Probability 15: 552-590.
    • (2008) Annals of Applied Probability , vol.15 , pp. 552-590
    • Dayanik, S.1    Poor, V.2    Sezer, S.3
  • 8
    • 38349180531 scopus 로고    scopus 로고
    • Sequential Multi-Hypothetis Testing for Compound Poisson Processes
    • Dayanik, S., Poor, V., and Sezer, S. (2008b). Sequential Multi-Hypothetis Testing for Compound Poisson Processes, Stochastics 80: 19-50.
    • (2008) Stochastics , vol.80 , pp. 19-50
    • Dayanik, S.1    Poor, V.2    Sezer, S.3
  • 10
    • 21244500615 scopus 로고    scopus 로고
    • Monte Carlo Algorithms for Optimal Stopping and Statistical Learning
    • Egloff, D. (2005). Monte Carlo Algorithms for Optimal Stopping and Statistical Learning, Annals of Applied Probability 15: 1396-1432.
    • (2005) Annals of Applied Probability , vol.15 , pp. 1396-1432
    • Egloff, D.1
  • 11
    • 68349092277 scopus 로고    scopus 로고
    • Quickest Detection of Drift Change for Brownian Motion in Generalized Bayesian and Minimax Settings
    • Feinberg, E. and Shiryaev, A. (2006). Quickest Detection of Drift Change for Brownian Motion in Generalized Bayesian and Minimax Settings, Statistics & Decisions 24: 445-470.
    • (2006) Statistics & Decisions , vol.24 , pp. 445-470
    • Feinberg, E.1    Shiryaev, A.2
  • 12
    • 78650917062 scopus 로고    scopus 로고
    • Decentralized Sequential Hypothesis Testing Using Asynchronous Communication
    • Fellouris, G. and Moustakides, G. V. (2011). Decentralized Sequential Hypothesis Testing Using Asynchronous Communication, IEEE Transactions on Information Theory 57: 534-548.
    • (2011) IEEE Transactions on Information Theory , vol.57 , pp. 534-548
    • Fellouris, G.1    Moustakides, G.V.2
  • 15
    • 0018519083 scopus 로고
    • Simulation of Nonhomogeneous Poisson Processes by Thinning
    • Lewis, P. and Shedler, G. (1979). Simulation of Nonhomogeneous Poisson Processes by Thinning, Naval Research Logistics Quarterly 26: 403-413.
    • (1979) Naval Research Logistics Quarterly , vol.26 , pp. 403-413
    • Lewis, P.1    Shedler, G.2
  • 16
    • 0001225908 scopus 로고    scopus 로고
    • Combined Parameter and State Estimation in Simulation-Based Filtering, in
    • A. Doucet, N. de Freitas, and N. Gordon, eds, New York: Springer
    • Liu, J. and West, M. (2001). Combined Parameter and State Estimation in Simulation-Based Filtering, in Sequential Monte Carlo Methods in Practice, A. Doucet, N. de Freitas, and N. Gordon, eds., pp. 197-223, New York: Springer.
    • (2001) Sequential Monte Carlo Methods in Practice , pp. 197-223
    • Liu, J.1    West, M.2
  • 17
    • 70350617672 scopus 로고    scopus 로고
    • A Simulation Approach to Optimal Stopping Under Partial Observations
    • Ludkovski, M. (2009). A Simulation Approach to Optimal Stopping Under Partial Observations, Stochastic Processes and Applications 119: 4061-4087.
    • (2009) Stochastic Processes and Applications , vol.119 , pp. 4061-4087
    • Ludkovski, M.1
  • 18
    • 84874259828 scopus 로고    scopus 로고
    • Monte Carlo Methods for Adaptive Disorder Problems, in Numerical Methods in Finance
    • R. Carmona, P. D. Moral, P. Hu, and N. Oudjane, eds, New York: Springer
    • Ludkovski, M. (2012). Monte Carlo Methods for Adaptive Disorder Problems, in Numerical Methods in Finance, vol. 12 of Springer Proceedings in Mathematics, R. Carmona, P. D. Moral, P. Hu, and N. Oudjane, eds., pp. 83-112. New York: Springer.
    • (2012) Springer Proceedings in Mathematics , vol.12 , pp. 83-112
    • Ludkovski, M.1
  • 19
    • 84862094910 scopus 로고    scopus 로고
    • Finite Horizon Decision Timing with Partially Observable Poisson Processes
    • Ludkovski, M. and Sezer, S. (2012). Finite Horizon Decision Timing with Partially Observable Poisson Processes, Stochastic Models 28: 207-247.
    • (2012) Stochastic Models , vol.28 , pp. 207-247
    • Ludkovski, M.1    Sezer, S.2
  • 20
    • 26844483539 scopus 로고    scopus 로고
    • Optimality of the CUSUM Procedure in Continuous Time
    • Moustakides, G. (2004). Optimality of the CUSUM Procedure in Continuous Time, The Annals of Statistics 32: 302-315.
    • (2004) The Annals of Statistics , vol.32 , pp. 302-315
    • Moustakides, G.1
  • 22
    • 69549091635 scopus 로고    scopus 로고
    • Asymptotic Exponentiality of The Distribution of First Exit Times for a Class of Markov Processes with Applications to Quickest Change Detection
    • Pollak, M. and Tartakovsky, A. G. (2009). Asymptotic Exponentiality of The Distribution of First Exit Times for a Class of Markov Processes with Applications to Quickest Change Detection, Theory of Probability and Its Applications 53: 430-442.
    • (2009) Theory of Probability and Its Applications , vol.53 , pp. 430-442
    • Pollak, M.1    Tartakovsky, A.G.2
  • 24
    • 77950228258 scopus 로고    scopus 로고
    • Quickest Change Detection of a Markov Process Across a Sensor Array
    • Raghavan, V. and Veeravalli, V. V. (2010). Quickest Change Detection of a Markov Process Across a Sensor Array, IEEE Transactions on Information Theory 56: 1961-1981.
    • (2010) IEEE Transactions on Information Theory , vol.56 , pp. 1961-1981
    • Raghavan, V.1    Veeravalli, V.V.2
  • 26
    • 34249883600 scopus 로고    scopus 로고
    • Large-Scale Spatial-Transmission Models of Infectious Disease
    • Riley, S. (2007). Large-Scale Spatial-Transmission Models of Infectious Disease, Science 316: 1298.
    • (2007) Science , vol.316 , pp. 1298
    • Riley, S.1
  • 28
    • 55349120148 scopus 로고    scopus 로고
    • Asymptotically Optimal Quickest Change Detection in Distributed Sensor Systems
    • Tartakovsky, A. G. and Veeravalli, V. V. (2008). Asymptotically Optimal Quickest Change Detection in Distributed Sensor Systems, Sequential Analysis 27: 441-475.
    • (2008) Sequential Analysis , vol.27 , pp. 441-475
    • Tartakovsky, A.G.1    Veeravalli, V.V.2
  • 29
    • 33746983029 scopus 로고    scopus 로고
    • Detection of Intrusions in Information Systems by Sequential Change-Point Methods
    • Tartakovsky, A. G., Rozovskii, B. L., Blažek, R. B., and Kim, H. (2006). Detection of Intrusions in Information Systems by Sequential Change-Point Methods, Statistical Methodology 3: 252-293.
    • (2006) Statistical Methodology , vol.3 , pp. 252-293
    • Tartakovsky, A.G.1    Rozovskii, B.L.2    Blažek, R.B.3    Kim, H.4
  • 32
    • 0027558370 scopus 로고
    • Decentralized Sequential Detection with a Fusion Center Performing the Sequential Test
    • Veeravalli, V. V., Basar, T., and Poor, H. V. (1993). Decentralized Sequential Detection with a Fusion Center Performing the Sequential Test, IEEE Transactions on Information Theory 39: 433-442.
    • (1993) IEEE Transactions on Information Theory , vol.39 , pp. 433-442
    • Veeravalli, V.V.1    Basar, T.2    Poor, H.V.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.