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Bayesian Bounds for Parameter Estimation and Nonlinear Filtering/Tracking
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Type: BOOK - Published: 2007-08-31 - Publisher: Wiley-IEEE Press

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The first comprehensive development of Bayesian Bounds for parameter estimation and nonlinear filtering/tracking Bayesian estimation plays a central role in man
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Now in its second edition, this accessible text presents a unified Bayesian treatment of state-of-the-art filtering, smoothing, and parameter estimation algorit
Nonlinear Filters
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NONLINEAR FILTERS Discover the utility of using deep learning and (deep) reinforcement learning in deriving filtering algorithms with this insightful and powerf
Bayesian Estimation and Tracking
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A practical approach to estimating and tracking dynamicsystems in real-worl applications Much of the literature on performing estimation for non-Gaussiansystems
Integrated Tracking, Classification, and Sensor Management
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A unique guide to the state of the art of tracking, classification, and sensor management This book addresses the tremendous progress made over the last few dec