Stable Adaptive Control and Estimation for Nonlinear Systems by Jeffrey T Spooner
This book describes the use of neural networks and fuzzy methods for identifying and controlling nonlinear dynamical systems. It combines advanced concepts from traditional control theory with the intuitive properties of intelligent systems to solve real-world control problems.-
Complex Valued Nonlinear Adaptive Filters
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Independent Component Analysis
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Handbook on Array Processing and Sensor Networks
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Space-Time Layered Information Processing for Wireless Communications
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Least-Mean-Square Adaptive Filters
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Recurrent Neural Networks for Prediction
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Adaptive Control of Systems with Actuator and Sensor Nonlinearities
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Kalman Filtering and Neural Networks
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Unsupervised Adaptive Filtering, Blind Deconvolution
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Radio Resource Management in Multi-Tier Cellular Wireless Networks
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Regularized Radial Basis Function Networks
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Nonlinear Dynamical Systems
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Robust Systems Theory and Applications
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Principal Component Neural Networks
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Acoustic Echo and Noise Control
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Data-Variant Kernel Analysis
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The Roots of Backpropagation
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Adaptive Control Design and Analysis
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Intelligent Image Processing
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Fuzzy And Neural Approaches in Engineering
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Nonlinear and Adaptive Control Design
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Kernel Adaptive Filtering
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Adaptive Signal Processing
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Correlative Learning
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Statistical Learning Theory
“…the text is well organised with topics judiciously selected to build on each other…the discussion and motivations are rigorous…” (International Journal of Robust & Nonlinear Control, Vol15, No.1, 10th January 2005)
"...this is an excellent book. It is pedagogically sound and, hence, suitable as a text for graduate courses.... I recommend it also as a very valuable resource to practitioners..." (International Journal of General Systems, Vol. 32, 2003)
MANFREDI MAGGIORE is an assistant professor in the Department of Electrical and Computer Engineering at the University of Toronto, Canada.
RAÚL ORDÓÑEZ is an assistant professor in the Department of Electrical and Computer Engineering at the University of Dayton, Ohio.
KEVIN M. PASSINO is a professor in the Department of Electrical Engineering at The Ohio State University.
| SKU | Unavailable |
| ISBN 13 | 9780471415466 |
| ISBN 10 | 0471415464 |
| Title | Stable Adaptive Control and Estimation for Nonlinear Systems |
| Author | Jeffrey T Spooner |
| Series | Adaptive And Cognitive Dynamic Systems: Signal Processing Learning Communications And Control |
| Condition | Unavailable |
| Binding Type | Hardback |
| Publisher | Wiley-Interscience |
| Year published | 2002-06-12 |
| Number of pages | 568 |
| Cover note | Book picture is for illustrative purposes only, actual binding, cover or edition may vary. |
| Note | Unavailable |