Monte Carlo methids for signal processing

被引：144
作者：
Doucet, A [1 ]
Wang, XD
机构：
[1] Univ British Columbia, Dept Comp Sci, Vancouver, BC V6T 1W5, Canada
[2] Univ British Columbia, Dept Stat, Vancouver, BC V6T 1W5, Canada
[3] Columbia Univ, Dept Elect Engn, New York, NY 10027 USA
来源：
IEEE SIGNAL PROCESSING MAGAZINE | 2005年 / 22卷 / 06期
关键词：
D O I：
10.1109/MSP.2005.1550195
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
引用
收藏
页码：152 / 170
页数：19
相关论文
共 53 条
[1]   Particle methods for change detection, system identification, and control [J].
Andrieu, C ;
Doucet, A ;
Singh, SS ;
Tadic, VB .
PROCEEDINGS OF THE IEEE, 2004, 92 (03) :423-438
[2]   Efficient particle filtering for jump Markov systems. Application to time-varying autoregressions [J].
Andrieu, C ;
Davy, M ;
Doucet, A .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2003, 51 (07) :1762-1770
[3]   Particle filtering for partially observed Gaussian state space models [J].
Andrieu, C ;
Doucet, A .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 2002, 64 :827-836
[4]   Convergence of simulated annealing using Foster-Lyapunov criteria [J].
Andrieu, C ;
Breyer, LA ;
Doucet, A .
JOURNAL OF APPLIED PROBABILITY, 2001, 38 (04) :975-994
[5]   Robust full Bayesian learning for radial basis networks [J].
Andrieu, C ;
de Freitas, N ;
Doucet, A .
NEURAL COMPUTATION, 2001, 13 (10) :2359-2407
[6]   Joint Bayesian model selection and estimation of noisy sinusoids via reversible jump MCMC [J].
Andrieu, C ;
Doucet, A .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1999, 47 (10) :2667-2676
[7]  
[Anonymous], 1987, SIMULATED ANNEALING
[8]  
Bernardo J. M., 1995, BAYESIAN THEORY
[9]   BAYESIAN COMPUTATION AND STOCHASTIC-SYSTEMS [J].
BESAG, J ;
GREEN, P ;
HIGDON, D ;
MENGERSEN, K .
STATISTICAL SCIENCE, 1995, 10 (01) :3-41
[10]  
CARTER CK, 1994, BIOMETRIKA, V81, P541
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