Showing posts with label digital signal processing. Show all posts
Showing posts with label digital signal processing. Show all posts

2/23/2012

Digital Filters: Basics and Design Review

Digital Filters: Basics and Design
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The difficulty comes really as a by product of the sheer size of the knowledge base in this subject. There are now so many papers published on each of the chapter headings that perhaps most writing projects of this sort would end up in an interminable fog.
But there is an urgent need for such books, now that almost anyone can afford a DSP development kit, and you can create the most astonishing filters with characteristics that would be unimaginable some 20 years ago.
But you would need help, and attempting to cover the whole field of design techniques is very difficult in a short time. Mind you, this book is by far one of the best I have ever seen. For instance, it covers the design of elliptic filters, though not really in the depth that you would need to be SURE.. pp27-33 is all there is here. But nontheless, I like the fact the the discussion isn't superficial, and that the sn function is drawn really well, and so on, but I think that more examples are really needed, and especially more help with translating requirments into actual elliptic filters.
There is a section on filter architecture, and this is quite separate from the section on the various low pass approximations. Some terrible books recently have been written in such a way as to mix the two subjects, which is always an invitation to disaster.
The section of Wave Digital filters is admirable. The work by Fetweiss has proved to be much more important than was suspected at the time, and there is some evidence that knowledge of wave digital filters is becoming desirable knowledge for some prospective employers, at least in the UK and Europe...
The idea of covering limit cycles is a brave move, considering how complicated and unnerving this may be for beginners. This is done very well. Even better are the chapters on fixed point roundoff noise - so very important to those of us without floating point hardware to hand! This chapter is superb, and really goes a LONG way toward helping solve real problems. This was my favorite chapter of all.
There is one deficiency in the book, and that is in design techniques where the phase alone is to be prescribed. This is a little alarming. All-pass filters are not even mentioned in the index - this might also cover the Hilbert transform for instance. Another class of filter not described are those filters which produce a pair of outputs with a quadrature relationship between them.
Neither is the subject of filterbank design covered at all (aka perfect reconstruction, and all that). But that's rather specialised.
I can't help but admire the book, and would only gently recommend to use it with other books which are perhaps more dilute in some ways, but perhaps in certain specialised areas, more replete with examples. But otherwise, do get it, since it's very unlikely that you won't be pleasantly surprised and very much informed by it.

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It is the aim of this textbook to give insight into the characteristics and the design of digital filters. It briefly introduces to the theory of continuous-time systems and the the design methods for analog filters. Time-discrete systems, the basic structures of digital filters, sampling theorem, and the design of IIR filters are widely discussed. Important parts of the book are devoted to the design of non-recursive filters and the effects of finite register length. The explanation of techniques like oversampling and noise shaping conclude the book. It is completed by an annex containing a selection of tables of filter parameters for Butterworth, Chbeyshev, Cauer, and Bessel filters. Furthermore, several computer routines for filter design programs are given.

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2/05/2012

Digital Filter Design (Topics in Digital Signal Processing) Review

Digital Filter Design (Topics in Digital Signal Processing)
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This old book is pretty handy as a "just the facts ma'am" kind of guide. If you don't already know DSP, don't waste your time. You'll be totally lost and won't know what's going on. However, if you already know DSP and its associated theory and you need design rules in nice labeled steps with some examples and plenty of figures, this is a nice old book to have around. It's not trying to teach you anything, it's just trying to guide you through the design of specific types of filters. The only down side is that the programs that implement the various filters are all in Fortran. However, that is not really a fatal flaw. Every Fortran program is merely implementing an algorithm that has already been thoroughly explained. Unless you're bound and determined to completely lift programs from the book without understanding them AND you don't know Fortran, I'd say this old book is worth having in your library.
Don't let my review have you thinking there is no math in this book - there is plenty of it supporting the various filter designs. There are just no textbook explanations. For that I suggest Discrete-Time Signal Processing (2nd Edition) (Prentice-Hall Signal Processing Series). It is the definitive guide to DSP for beginners and professionals alike.

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Explains the design and implementation of digital filters on the TMS 320 Signal Processor. The TMS 320 is the leading signal processing device and is produced by Texas Instruments. This book is an applications text written for industrial users of the chip, as well as a supplementary graduate-level text in Digital Filter Design.

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1/09/2012

Introduction to Digital Signal Processing (Essential Electronics) Review

Introduction to Digital Signal Processing (Essential Electronics)
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I made tremendous progress understanding digital filters using this text. What I like most is that various concepts (z-transform, etc.) are first introduced using simple examples, later followed by the general approach.

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'Introduction to Digital Signal Processing' covers the basic theory and practice of digital signal processing (DSP) at an introductory level. As with all volumes in the Essential Electronics Series, this book retains the unique formula of minimal mathematics and straightforward explanations. The author has included examples throughout of the standard software design package, MATLAB and screen dumps are used widely throughout to illustrate the text.Ideal for students on degree and diploma level courses in electric and electronic engineering, 'Introduction to Digital Signal Processing' contains numerous worked examples throughout as well as further problems with solutions to enable students to work both independently and in conjunction with their course. Assumes only minimum knowledge of mathematics and electronics.Concise and written in a straightforward and accessible style.Packed with worked examples, exercises and self-assesment questions.

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1/08/2012

Analog Filters using MATLAB Review

Analog Filters using MATLAB
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The book is quite good if you know nothing about analog filters synthesis. The information is quite good and it's presented really well. It gets straight to the point and because of that it's quite helpful.
But, if you are looking for a way to implement those filters in Matlab, this is NOT the right book for you. It has almost nothing about using Matlab or any of its functions. The few functions it mentions are old Matlab 5.2 versions of them which no longer exist, are no longer useful or have been replaced by better ones.
It's a good book about Analog Filters, with almost no Matlab on it.

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This textbook provides a complete introduction to analog filters for senior undergraduate and graduate students. It covers the synthesis of analog filters as well as many other filter types including passive filters and filters with distributed elements. The material also addresses the basic circuit elements for the filters. Each chapter contains examples as well as problems and the author also provides a list of MATLAB functions.

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12/30/2011

LabVIEW Signal Processing Review

LabVIEW Signal Processing
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I'm using this book in conjunction with an experimental methods class this semester. I did have some exposure to LabVIEW before, but this book has taught me more in two chapters than I learned all last semester. (It's also been a very basic review of waves). The material is presented in an intelligent order and I've had no trouble finding things. The layout lends well to self teaching as well.

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Practical guide to understanding LabVIEW's extensive analysis capabilities.Learn to identify and use the best Lab VIEW tool for each application.CD-ROM included.Paper. DLC: Signal processing - Digital techniques Computer programs.

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11/15/2011

Schaum's Outline of Digital Signal Processing (Schaum's) Review

Schaum's Outline of Digital Signal Processing (Schaum's)
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I used this book in the DSP class in Georgia Tech. I think it is very useful and explains many complicated issues in plain theory. It uses a lot of examples which are difficult to find in the textbook, like the Oppenheim and Schafer, Discrete-Time Signal Processing.

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Reflecting the rapid advances in microelectronics and computer technology, this powerful study guide is ideal as a supplement to any course on this subject or for independent study by electrical engineering majors and practicing engineers. Readers will learn how digital signal processing techniques come into play in a wide range of fields and will appreciate this thorough, yet concise coverage. The many illustrative problems with detailed solutions and the supplementary self-tests speed comprehension and aid remembering.

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