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Bayesian signal processing : classical, modern, and particle filtering methods

  • 作者: Candy, James V.
  • 出版: Hoboken, N.J. : Wiley :IEEE
  • 叢書名: Adaptive and learning systems for signal processing, communications, and control
  • 主題: Signal processing--Mathematics , Bayesian statistical decision theory
  • ISBN: 9780470180945 (hbk.) 、 0470180943 (hbk.)
  • 資料類型: 圖書
  • 內容註: Includes bibliographical references and index. Bayestian estimation -- Simulation-based Bayesian methods -- State-space models for Bayesian processing -- Classical Bayesian state-space processors -- Modern Bayesian state-space processors -- Particle-based Bayesian state-space processors -- Joint Bayesian state/parametric processors -- Discrete hidden Markov model Bayesian processors -- Bayesian processors for physics-based applications -- Probability & statistics overview.
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  • 系統號: 005072248 | 機讀編目格式
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