Applications and Optimizations of Kalman Filter and Their Variants
eBook - PDF

Applications and Optimizations of Kalman Filter and Their Variants

  1. 204 pages
  2. English
  3. PDF
  4. Available on iOS & Android
eBook - PDF

Applications and Optimizations of Kalman Filter and Their Variants

About this book

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.

Information

Publisher
IntechOpen
Year
2024
Print ISBN
9780854665662
eBook ISBN
9780854665655
Topic
Mathematics
Index
Mathematics

Table of contents

  1. Applications and Optimizations of Kalman Filter and Their Variants
  2. Contents
  3. Preface
  4. Section 1 Implementations for Microgrid, Geotechnical and Surveillance Applications
  5. Section 2 Optimizations and Enhancements for Data Acquisition, Target Tracking, and PairsTrading
  6. Section 3 Applications in Dynamic and Stochastic Systems

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Yes, you can access Applications and Optimizations of Kalman Filter and Their Variants by Hugo Riggs,Arif Sarwat,Asadullah Khalid in PDF and/or ePUB format. We have over 1.5 million books available in our catalogue for you to explore.