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Sampling in Digital Signal Processing and Control

✍ Scribed by Arie Feuer, Graham C. Goodwin (auth.)


Publisher
Birkhäuser Basel
Year
1996
Tongue
English
Leaves
569
Series
Systems & Control: Foundations & Applications
Edition
1
Category
Library

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✦ Synopsis


Undoubtably one of the key factors influencing recent technology has been the advent of high speed computational tools. Virtually every advanced engi­ neering system we come in contact with these days depends upon some form of sampling and digital signal processing. Well known examples are digital tele­ phone systems, digital recording of audio signals and computer control. These developments have been matched by the appearance of a plethora of books which explain a variety of analysis, synthesis and design tools applica­ ble to sampled-data systems. The reader might therefore wonder what is distinc­ tive about the current book. Our observation of the existing literature is that the underlying continuous-time system is usually forgotten once the samples are tak­ en. The alternative point of view, adopted in this book, is to formulate the analy­ sis in such a way that the user is constantly reminded of the presence of the under­ lying continuous-time signals. We thus give emphasis to two aspects of sampled-data analysis: Firstly, we formulate the various algorithms so that the appropriate contin­ uous-time case is approached as the sampling rate increases. Secondly we place emphasis on the continuous-time output response rath­ er than simply focusing on the sampled response.

✦ Table of Contents


Front Matter....Pages i-xxxii
Fourier Analysis....Pages 1-70
Sampling and Reconstruction....Pages 71-108
Analysis of Discrete-Time Systems....Pages 109-149
Discrete-Time Models of Continuous Deterministic Systems....Pages 151-184
Optimal Linear Estimation with Finite Impulse Response Filters....Pages 185-208
Optimal Linear Estimation with State-Space Filters....Pages 209-238
Periodic and Multirate Filtering....Pages 239-272
Discrete-Time Control....Pages 273-342
Sampled Data Control....Pages 343-395
Generalized Sample-Hold Functions....Pages 397-436
Periodic Control of Linear Time-Invariant Systems....Pages 437-475
Multirate Control....Pages 477-500
Optimal Control of Periodic Systems....Pages 501-521
Back Matter....Pages 523-544

✦ Subjects


Mathematics, general


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