MATLAB & Simulink Based Books
Classification, Parameter Estimation and State Estimation: An Engineering Approach using MATLAB
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F. van der Heijden R.P.W. Duin D. de Ridder D.M.J. Tax
John Wiley & Sons, Inc., 2004 Outside North America
ISBN: 0-470-09013-8 |
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Written for students and researchers in engineering, computer science, physics, and applied mathematics, this text presents the theory and practical application of pattern classification, parameter estimation, and state estimation techniques while focusing on the engineering aspects of the topics.
MATLAB, the Control System Toolbox, the Signal Processing Toolbox, the Optimization Toolbox, the Statistics Toolbox, and the System Identification Toolbox are used to solve example problems throughout the book. In addition, the authors have developed a supplemental set of MATLAB M-files to accompany the text. (The Neural Networks Toolbox is required.)
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