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Nonlinear Filtersオーム社 電子書籍 人気セール,人気

Nonlinear Filtersオーム社 電子書籍 人気セール,人気

品番: 2AIyDZ0HkridtG9

Nonlinear Filters(オーム社) の 商品概要【本書は、非線形フィルタについて解説した英文書籍です】 This book covers a broad range of filter theories, algorithms, and numerical examples. The r...
15,400円  12,300円割引: 20%OFF

アイテム説明

Nonlinear Filters(オーム社) の 商品概要

  • 【本書は、非線形フィルタについて解説した英文書籍です】
    This book covers a broad range of filter theories, algorithms, and numerical examples. The representative linear and nonlinear filters such as the Kalman filter, the steady-state Kalman filter, the H infinity filter, the extended Kalman filter, the Gaussian sum filter, the statistically linearized Kalman filter, the unscented Kalman filter, the Gaussian filter, the cubature Kalman filter are first visited. Then, the non-Gaussian filters such as the ensemble Kalman filter and the particle filters based on the sequential Bayesian filter and the sequential importance resampling are described, together with their recent advances. Moreover, the information matrix in the nonlinear filtering, the nonlinear smoother based on the Markov Chain Monte Carlo, the continuous-discrete filters, factorized filters, and nonlinear filters based on stochastic approximation method are detailed.
  • 目次


    1 Review of the Kalman Filter and Related Filters
    2 Information Matrix in Nonlinear Filtering
    3 Extended Kalman Filter and Gaussian Sum Filter
    4 Statistically Linearized Kalman Filter
    5 The Unscented Kalman Filter
    6 General Gaussian Filters and Applications
    7 The Ensemble Kalman Filter
    8 Particle Filter
    9 Nonlinear Smoother with Markov Chain Monte Carlo
    10 Continuous-Discrete Filters
    11 Factorized Filters
    12 Nonlinear Filters Based on Stochastic Approximation Method
  • 商品の注意点

    英語書籍、紙版なし

Nonlinear Filters(オーム社) の商品スペック

シリーズ名 Nonlinear Filters
発行年月日 2020/12/01
出版社名 オーム社
紙の本のISBN-13 9784274805028
他のオーム社の電子書籍を探す
ファイルサイズ 442.4MB
著者名 Sueo Sugimoto
Masaya Murata
Katsumi Ohnishi
Genshiro Kitagawa
Hisashi Tanizaki
Katsuji Uosaki
Kazufumi Ito
Kiyotugu Takaba
Masaaki Murata
Masaki Yamakita
Sarah A. King
Shinji Ishihara
Tohru Katayama
Yukihiro Kubo
著述名 編・著