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Introduction to Bayesian Tracking and Particle Filters (Studies in Big Data, 126) - Hardcover

 
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  • PublisherSpringer
  • Publication date2023
  • ISBN 10 303132241X
  • ISBN 13 9783031322419
  • BindingHardcover
  • LanguageEnglish
  • Number of pages124

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ISBN 10:  3031322444 ISBN 13:  9783031322440
Publisher: Springer, 2024
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Stone, Lawrence D.; Streit, Roy L.; Anderson, Stephen L.
Published by Springer, 2023
ISBN 10: 303132241X ISBN 13: 9783031322419
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Stone, Lawrence D.; Streit, Roy L.; Anderson, Stephen L.
Published by Springer, 2023
ISBN 10: 303132241X ISBN 13: 9783031322419
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Stone, Lawrence D.; Streit, Roy L.; Anderson, Stephen L.
Published by Springer, 2023
ISBN 10: 303132241X ISBN 13: 9783031322419
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Stone, Lawrence D.|Streit, Roy L.|Anderson, Stephen L.
ISBN 10: 303132241X ISBN 13: 9783031322419
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Gebunden. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. This book provides a quick but insightful introduction to Bayesian tracking and particle filtering for a person who has some background in probability and statistics and wishes to learn the basics of single-target tracking. It also introduces the reader . Seller Inventory # 848651664

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Lawrence D. Stone
ISBN 10: 303132241X ISBN 13: 9783031322419
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Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book provides a quick but insightful introduction to Bayesian tracking and particle filtering for a person who has some background in probability and statistics and wishes to learn the basics of single-target tracking. It also introduces the reader to multiple target tracking by presenting useful approximate methods that are easy to implement compared to full-blown multiple target trackers.The book presents the basic concepts of Bayesian inference and demonstrates the power of the Bayesian method through numerous applications of particle filters to tracking and smoothing problems. It emphasizes target motion models that incorporate knowledge about the target's behavior in a natural fashion rather than assumptions made for mathematical convenience.The background provided by this book allows a person to quickly become a productive member of a project team using Bayesian filtering and to develop new methods and techniques for problems the team may face. 124 pp. Englisch. Seller Inventory # 9783031322419

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Lawrence D. Stone
ISBN 10: 303132241X ISBN 13: 9783031322419
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Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book provides a quick but insightful introduction to Bayesian tracking and particle filtering for a person who has some background in probability and statistics and wishes to learn the basics of single-target tracking. It also introduces the reader to multiple target tracking by presenting useful approximate methods that are easy to implement compared to full-blown multiple target trackers.The book presents the basic concepts of Bayesian inference and demonstrates the power of the Bayesian method through numerous applications of particle filters to tracking and smoothing problems. It emphasizes target motion models that incorporate knowledge about the target's behavior in a natural fashion rather than assumptions made for mathematical convenience.The background provided by this book allows a person to quickly become a productive member of a project team using Bayesian filtering and to develop new methods and techniques for problems the team may face. Seller Inventory # 9783031322419

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