This book, a translation of an original French text, is written in two parts: the first revises the ideas and theoretical bases necessary for a good understanding of the techniques used in the second, which deals with applications of MATLAB(R) and SIMULINK(R) in process control and digital signal processing.
Each application is treated through various techniques including the classical methods of automation and of deterministic and random digital processing using fuzzy logic and neural networks. The preceding mathematical study of the physical processes goes from finding the equations to editing the analogical model.
Beyond the utilisation of M files, the use of SIMULINK(R) and S-functions, to which an appendix is dedicated, is emphasized. The encapsulation of diagram-blocks, enabling the creation of personalised libraries, one of SIMULINK(R)'s functionalities, has been treated in the appendix.
The following SIMULINK(R) toolbox functions and blocks have been used: "Control System TOOLBOX", "Signal Processing TOOLBOX", "Neural Network TOOLBOX" and "Fuzzy Logic TOOLBOX".
This book is intended for technicians, engineers, academic and industrial researchers who will find here the necessary mathematical tools offered by MATLAB(R), the TOOLBOXES and SIMULINK(R), for the rapid and efficient solution of problems in modeling and in digital or analogical calculation.
Author(s): Mohand Mokhtari PhD, Michel Marie PhD (auth.)
Publisher: Springer London
Year: 2000
Language: English
Commentary: Original French edition published by Springer-Verlag France, Paris, 1998
Pages: XIV, 538p. With CD-ROM.
Tags: Complexity
Front Matter....Pages i-xiv
Analog and digital control....Pages 1-46
State representation of continuous and discrete systems....Pages 47-94
Fuzzy logic control....Pages 95-148
Neural networks....Pages 149-218
Adaptive filtering....Pages 219-256
Power amplifier....Pages 257-274
Electromagnetic levitation....Pages 275-302
Cart with inverted pendulum....Pages 303-346
Oven control....Pages 347-380
Travelling gantry crane with suspended mass....Pages 381-444
Hands-free telephone....Pages 445-452
Echo cancellation on a transmission line....Pages 453-462
Noise cancellation in a conduit....Pages 463-480
Equalisation of a symmetrical binary channel....Pages 481-502
Back Matter....Pages 503-538