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Hardcover Bayesian Signal Processing: Classical, Modern, and Particle Filtering Methods Book

ISBN: 1119125456

ISBN13: 9781119125457

Bayesian Signal Processing: Classical, Modern, and Particle Filtering Methods

Presents the Bayesian approach to statistical signal processing for a variety of useful model sets This book aims to give readers a unified Bayesian treatment starting from the basics (Baye's rule) to the more advanced (Monte Carlo sampling), evolving to the next-generation model-based techniques (sequential Monte Carlo sampling). This next edition incorporates a new chapter on "Sequential Bayesian Detection," a new section on "Ensemble Kalman Filters"...

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Format: Hardcover

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