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Estimation Problems in Hybrid Systems
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Recent developments in sensor and processor sophistication have created a need for effective estimation and control algorithms for hybrid, nonlinear systems. This volume presents a highly effective, flexible family of estimation algorithms that can be used in estimating or controlling a wide variety of nonlinear plants. Several applications are studied, including tracking a maneuvering aircraft, automatic target recognition, and the decoding of signals transmitted across a wireless communications link. The authors begin by setting out the necessary theoretical background. They then develop a practical, finite-dimensional approximation to an optimal estimator. Throughout the chapters they illustrate theoretical results by simulation of control and estimation in real-world hybrid systems, drawn from a variety of engineering fields. The book will be of great interest to graduate students and researchers in electrical and computer engineering. It will also be a useful reference for practicing engineers involved in the design of estimation, tracking or wireless communications systems.
Publisher Name | Cambridge University Press |
---|---|
Author Name | Hagendorf, Col |
Format | Audio |
Bisac Subject Major | TEC |
Language | NG |
Isbn 10 | 0521623200 |
Isbn 13 | 9780521623209 |
Target Age Group | min:NA, max:NA |
Dimensions | 01.03" H x 50.07" L x 39.00" W |
Page Count | 294 |
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