Simo Sarkka (Finland Aalto University), Lennart Svensson (Gothenberg Chalmers University of Technology)

Broschiertes Buch

Bayesian Filtering and Smoothing

Beschreibung

The second edition of this accessible introduction for graduate students and advanced undergraduates presents the current state-of-the-art filtering and smoothing methods in a unified Bayesian framework. The book introduces all the main concepts and ideas, and contains numerous examples and exercises to let you put the theory into practice.

Autor

Simo Särkkä is Associate Professor in the Department of Electrical Engineering and Automation at Aalto University, Finland. His research interests center on state estimation and stochastic modeling, and he has authored two books (2013 and 2019) on these topics. He is Fellow of ELLIS, Senior Member of IEEE, a recipient of multiple paper awards, and he has been Chair of MLSP and FUSION conferences.

Produktdetails

• Institute of Mathematical Statistics Textbooks
• Verlag: Cambridge University Press
• 2 Revised edition
• Seitenzahl: 430
• Erscheinungstermin: 15. Juni 2023
• Englisch
• Abmessung: 224mm x 152mm x 27mm
• Gewicht: 640g
• ISBN-13: 9781108926645
• ISBN-10: 1108926649
• Artikelnr.: 67129184