Kalman filtering theory
โ Scribed by A. V Balakrishnan
- Book ID
- 127423730
- Publisher
- Optimization Software, Inc., Publications Division
- Year
- 1984
- Tongue
- English
- Weight
- 4 MB
- Series
- University series in modern engineering
- Category
- Library
- City
- New York
- ISBN-13
- 9780911575262
No coin nor oath required. For personal study only.
โฆ Synopsis
This is a textbook intended for a one-quarter (or one-semester, depending on the pace) course at the graduate level in Engineering. The prerequisites are Elementary State-Space theory and Elementary (second-order Gaussian) Stochastic Process theory. As a textbook, it does not not purport to be a compendium of all known work on the subject. Neither is it a ''trade book.'' Rather it attempts a logically sequenced set of topics of proven pedagogical value, emphasizing theory while not devoid of practical utility. The organization is based on experience gained over a period of ten years of class room teaching. It develops those aspects of Kalman Filtering lore which can be given a firm mathematical basis, avoiding the industry syndrome manifest in professional short courses: ''Here is the recipe. Use it, it will ''work''!''
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. . . an authentic magnum opus worth much more than its weight in gold!
"... an authentic magnum opus worth much more than its weight in gold!"-IEEE Transactions on Automatic Control, from a review of the First Edition"The best book I've seen on the subject of Kalman filtering ... Reading other books on Kalman filters and not this one could make you a very dangerous Kal
This book provides readers with a solid introduction to the theoretical and practical aspects of Kalman filtering. It has been updated with the latest developments in the implementation and application of Kalman filtering, including adaptations for nonlinear filtering, more robust smoothing methods,