
Discrete-time Signal Processing
An Algebraic Approach
Darrell Williamson(Author)
Springer (Publisher)
Published on 30. September 1999
Book
Paperback/Softback
XV, 421 pages
978-1-85233-161-0 (ISBN)
Description
The topics of control engineering and signal processing continue to flourish and develop. In common with general scientific investigation, new ideas, concepts and interpretations emerge quite spontaneously and these are then discussed, used, discarded or subsumed into the prevailing subject paradigm. Sometimes these innovative concepts coalesce into a new sub-discipline within the broad subject tapestry ofcontrol and signal processing. This preliminary battle between old and new usually takes place at conferences, through the internet and in the journals of the discipline. After a little more maturity has been acquired by the new concepts then archival publication as a scientific or engineering monograph may occur. The applications ofsignal processing techniques have grown and grown. They now cover the wide range from the statistical properties of signals and data through to the hardware problems of communications in all its diverse aspects. Supporting this range ofapplications is a body of theory, analysis and techniques which is equally broad. Darrell Williamson has faced the difficult task of organising this material by adopting an algebraic approach. This uses general mathematical and systems ideas and results to form a firm foundation for the discrete signal processing paradigm. Although this may require some extra concentration and involvement by the student or researcher, the rewards are a clarity of presentation and deeper insight into the power of individual results. An additional benefit is that the algebraic language used is the natural language of computing tools like MATLAB and its simulation facility, SIMULINK.
More details
Series
Edition
Softcover reprint of the original 1st ed. 1999
Language
English
Place of publication
London
United Kingdom
Target group
Primary & secondary/elementary & high school
Graduate
Illustrations
1 s/w Abbildung
XV, 421 p. 1 illus.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 24 mm
Weight
663 gr
ISBN-13
978-1-85233-161-0 (9781852331610)
DOI
10.1007/978-1-4471-0541-1
Schweitzer Classification
Content
1. Introduction.- 1.1 Digital and Analog Signals.- 1.2 Digital-to-Analog Conversion.- 1.3 Analog-to-Digital Conversion.- 1.4 Signal Processing.- Summary.- Exercises.- 2. Digital Signals.- 2.1 First Order.- 2.2 Second Order.- 2.3 High Order.- 2.4 Linear Convolution.- 2.5 State Space Representation.- Summary.- Exercises.- 3. Digital Filters.- 3.1 Overview.- 3.2 Design of FIR Filters.- 3.3 Design of IIR Filters.- Summary.- Exercises.- 4. Signal Processing.- 4.1 Fundamental Properties.- 4.2 Discrete Fourier Transform.- 4.3 Least Squares Estimation.- Summary.- Exercises.- 5. Finite Wordlength IIR Filter Implementation.- 5.1 Arithmetic Format.- 5.2 First Order FWL Filter.- 5.3 Second Order FWL Filter.- 5.4 State Space FWL Filter.- 5.5 Filter Structures.- Summary.- Exercises.