Applications and Optimizations of Kalman Filter and Their Variants - Hardcover

 
9780854665662: Applications and Optimizations of Kalman Filter and Their Variants
Hardcover
ISBN 10: 0854665668 ISBN 13: 9780854665662
Verlag: IntechOpen, 2024

Inhaltsangabe

Applications and Optimizations of Kalman Filter and Their Variants is a comprehensive exploration of Kalman filters’ diverse applications and refined optimizations across various domains. It meticulously examines their role in microgrid management, offering adaptive estimation techniques for effective control strategies. The book then delves into distribution system state estimation, showcasing an innovative stochastic programming model using extended Kalman filters for reliable monitoring and control. In the realm of financial modeling, readers gain insights into how Kalman filters enhance trading strategies like pairs trading and partial co-integration, bridging finance and analytics. Moreover, the book discusses Kalman filter optimization, addressing challenges in object tracking and error reduction with techniques like dynamic stochastic approximation algorithms and M-robust estimates. With practical examples and interdisciplinary approaches, this book serves as a valuable resource for researchers, practitioners, and students looking to harness Kalman filter techniques for enhanced efficiency and accuracy across diverse fields.

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Verlag
IntechOpen
Erscheinungsdatum
2024
Sprache
Englisch
ISBN 10 
0854665668
ISBN 13 
9780854665662
Einband
Gebundene Ausgabe
Anzahl der Seiten
202
Herausgeber
Khalid Asadullah, Sarwat Arif, Riggs Hugo
Kontakt zum Hersteller
preigu GmbH & Co. KG
mail@preigu.de

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