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Bayesian Real-Time System Identification : From Centralized to Distributed Approach - 2023 ed.

By: (Author) Ka-Veng Yuen , (Author) Ke Huang

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Ksh 27,000.00

Format: Hardback or Cased Book

ISBN-10: 9819905923

ISBN-13: 9789819905928

Edition: 2023 ed.

Publisher: Springer Verlag, Singapore

Imprint: Springer Verlag, Singapore

Country of Manufacture: GB

Country of Publication: GB

Publication Date: Mar 21st, 2023

Print length: 276 Pages

Product Classification: Cybernetics & systems theory
Bayesian inference
Maths for engineers
Civil engineering, surveying & building

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This book introduces some recent developments in Bayesian real-time system identification. A centralized Bayesian identification framework is presented to address challenging problems of real-time parameter estimation, which covers outlier detection, system, and noise parameters tracking.

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