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Hidden Markov Models 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

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Robert J. Elliott 作者

Springer

譯者

2008-12-08 出版日期

376 頁數

USD 119.00 價格

Hardcover

叢書系列

9780387943640 圖書編碼

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Hidden Markov Models 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2024

Hidden Markov Models 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2024

Hidden Markov Models 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

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As more applications are found, interest in Hidden Markov Models continues to grow. Following comments and feedback from colleagues, students and other working with Hidden Markov Models the corrected 3rd printing of this volume contains clarifications, improvements and some new material, including results on smoothing for linear Gaussian dynamics. In Chapter 2 the derivation of the basic filters related to the Markov chain are each presented explicitly, rather than as special cases of one general filter. Furthermore, equations for smoothed estimates are given. The dynamics for the Kalman filter are derived as special cases of the authors' general results and new expressions for a Kalman smoother are given. The Chapters on the control of Hidden Markov Chains are expanded and clarified. The revised Chapter 4 includes state estimation for discrete time Markov processes and Chapter 12 has a new section on robust control.

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