Kalman Filtering
eBook - ePub

Kalman Filtering

Theory and Practice with MATLAB

  1. English
  2. ePUB (mobile friendly)
  3. Available on iOS & Android
eBook - ePub

Kalman Filtering

Theory and Practice with MATLAB

About this book

The definitive textbook and professional reference on Kalman Filtering – fully updated, revised, and expanded

This book contains the latest developments in the implementation and application of Kalman filtering. Authors Grewal and Andrews draw upon their decades of experience to offer an in-depth examination of the subtleties, common pitfalls, and limitations of estimation theory as it applies to real-world situations. They present many illustrative examples including adaptations for nonlinear filtering, global navigation satellite systems, the error modeling of gyros and accelerometers, inertial navigation systems, and freeway traffic control.

Kalman Filtering: Theory and Practice Using MATLAB, Fourth Edition is an ideal textbook in advanced undergraduate and beginning graduate courses in stochastic processes and Kalman filtering. It is also appropriate for self-instruction or review by practicing engineers and scientists who want to learn more about this important topic.

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Yes, you can access Kalman Filtering by Mohinder S. Grewal,Angus P. Andrews in PDF and/or ePUB format, as well as other popular books in Technology & Engineering & Civil Engineering. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover
  2. Title Page
  3. Copyright
  4. Preface to the Fourth Edition
  5. Acknowledgements
  6. List of Abbreviations Used
  7. Chapter 1: Introduction
  8. Chapter 2: Linear Dynamic Systems
  9. Chapter 3: Probability and Expectancy
  10. Chapter 4: Random Processes
  11. Chapter 5: Linear Optimal Filters and Predictors
  12. Chapter 6: Optimal Smoothers
  13. Chapter 7: Implementation Methods
  14. Chapter 8: Nonlinear Approximations
  15. Chapter 9: Practical Considerations
  16. Chapter 10: Applications to Navigation
  17. Appendix A: Software
  18. Index
  19. End User License Agreement