MATLAB
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Great Book
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a must read for all 2nd/3rd year electronic engg. students
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Of unusually high quality for a Proakis textOne of the winning ingredients is that all the Matlab code is written to be understood. Where some texts will write all code to be as optimal as possible, this book actually uses loops where Matlab array operations could have been used (which is not recommended in Matlab due to speed). It actually makes the code very readable and enjoyable. Surprisingly a few of the code snippets have left out the plot and stem commands? This is not too much of a hassle if you understand Matlab well, you can just generate that code yourself. Newcomers to Matlab will probably not be impressed. While the Matlab code is very simple and readable, it is still not for the beginner.
NOTE: This book will not teach you communication systems. This book is written like a Schaums text, where they briefly go over the key points, and then start programming them. If you only have this book and no other one to reference, you will be lost.
If you hate the Proakis Digital Communications text (as I do), you will love this one. This book has all the examples and fills in the missing points of that text. I find it interesting that this book has a co-author. I suspect that Salehi must influence the reign of reason in Proakis since this book is written so much clearer than Digital Communications.
In a nutshell, this book is worth its price. Very happy with this purchase.
good recap
George Katsoulis---NTUA
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Very little redeaming valueThe presentation of the information leaves a great deal to be desired: I often think that the authors are intentionally trying to be obtuse by their use of terminology that they don't define and by providing only a bare minimum of effort in their examples which are briefly skimmed over and not up to par with their questions at the end of each section.
It is impossible to teach yourself from this book without a good set of lecture notes to aid you. There is very little information actually present and what is presented tends to be non-comprehensive in quality. The author has a tendancy to skip over the mathematical foundation behind what is going on.
The mathematical foundations are, in fact, not really covered at all.
The matlab sections are of similar quality: skimming over the examples and setting information without explaining the whys and the wherefores.
I found that the questions at the end of the sections were good, but that is about the extent of it.
Excellent introduction to signals and filtering
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Evaluation depends on individual needs and wantsI'm a first-semester graduate student in electrical engineering, and wanted to self-learn a lot of MATLAB and its uses with DSP, so that I could get a head's start in gaining the background I would later need for my research in DSP. I knew this book was a collection of exercises in which you create MATLAB programs (.m files) to solve DSP problems and explore various DSP topics. However, I also expected the book to give full solutions to the problems, working through the MATLAB scripts for you so that you could learn the DSP applications of MATLAB through practice.
Unfortunately, I was wrong... The book is divided into a series of projects, and with each project there is a brief explanation of the related theory, and then several problems which tell you to program MATLAB to do so and so, sometimes along with a few hints.... and NO SOLUTIONS ARE GIVEN. In fact, it's basically just a collection of problems. I think it's meant more for TEACHERS... to assign the problems in the book as homework for students in their DSP classes. In that respect, it is natural that there are no solutions included in the book.
In summary, this is not a book you want to buy if you're looking for something you can use to STUDY and LEARN how to apply MATLAB to DSP. It is essentially just a list of DSP problems which require you to use MATLAB. I'm sure the problems themselves are beautifully-crafted problems that would give you lots of insight and grasp of concepts once you have given lots of effort into them and then saw the solutions.... As just a book of problems, I'm sure it would be a top-quality book worthy of 5 stars (after all, look at its authors). But if nobody gives you the solutions, you can't learn a great deal from just the problems and briefly-explained theory.
Just make sure you know what this book is about and whether it really is what you're looking for before you purchase it. I'm planning on returning mine.
A collection of DSP exercises, NOT a textbookThe book is organized in 12 chapters. The chapters are divided into sections that treat more detailed issues. The chapter and section headings are:
1 Basic Signals and Systems
- Signals
- Difference Equations
- Fourier Transform: DTFT
- Group Delay
- Basic Sampling Theory
- Zero-Phase IIR Filtering
2 Discrete Fourier Transform
- DFT Properties
- DFT as a Matrix
- Convolution: Circular and Block
- Related Transforms
3 Spectrum Analysis
- Spectral Windows
- Sliding-Window DFT
- Narrowband Signals
4 Multirate Processing
- Bandlimited Interpolation
- Zoom Transform
- Rate Changing
5 Systems and Structures
- Systems and Structures
6 Stochastic Signals
- Stochastic Signals
- FFT Spectrum Estimation
- Modern Spectrum Estimation
7 Wordlength Effects
- Wordlength Effects
8 Discrete-Time Filter Design
- Discrete Design of FIR Filters
- Least-Squares Design of FIR Filters
- Chebychev Design of FIR Filters
- Design of IIR Filters
9 DFT and FFT Algorithms
- Direct Calculation of the DFT
- The Cooley-Tukey FFT
- Prime Factor FFTs
- General-Length FFTs
10 Applications
- Radar Simulation
- Introduction to Speech Processing
- Speech Modeling
- Speech Quantization
11 Signal Modeling
- Linear Prediction
- Linear Prediction of Speech
- Exponential Modeling
- Signal Estimation
- Least-Squares Inversion
12 Appendix A: Software and Programming Notes
Each section is divided into a number of projects which, in turn, are divided into a number of exercises.
To get an impression of the level these exercises hold, consider the section "Least-Squares Design of FIR Filters" in chapter 8. The section is divided in the projects
Project 1: FIR Filter Design by Least Integral Squared Error
Approximation
Project 2: Design of High-Pass, Band-Pass and Band-Reject
Least-Squared-Error FIR Filters
Project 3: FIR Filter Design Using Window Functions
The two first exercises of project 3 are (p 269):
=====================================================
Exercise 3.1: Design a Low-Pass Filter Using Windows
Design a length-23 linear-phase FIR low-pass filter
with a band edge of w0 = 0.3pi using the following
windows:
a Rectangular
b Triangular or Bartlett
c Hanning
d Hamming
e Blackman
Plot the impulse response, amplitude response and
zero locations of the four(sic!) filters. Compare the
charactersitics of the amplitude response of the five
filters. Do this in terms of the squared error, the
Chebychev error and the transition bandwidth. Compare
them to an optimal Chebychev filter designed with a
transition band and the least-squared-error filter
designed with a spline transition function. How do
you choose a transition bandwidth for a meaningful
comparision?
==================================================
Exercise 3.2: Design a Band-Pass Filter Using Windows
Take the band-pass filter designed in exercise 2.5
and apply the five windows. Analyze the amplitude
response.
====================================================
Hardly newbie material, in my opinion. The student really needs to know the material (Ex. 3.1) and has to be able to generate useful answers from a very generic job assignment (Ex. 3.2).
These are exactly the reasons why I find this type of exercises attractive (and perhaps why others may be repelled by them). The focus is consistently on what the authors call "learning by discovery" (which probably has little to do with the TV channel...): The student has to find the theory, implement and test most functions himself and has to process synthetic and real data (data and some auxillary functions are available via the www from MathWorks), and also evaluate the results of his efforts. This is exactly the kind of hands-on experience most DSP courses (and perhaps even DSP training programs) lack these days, and what makes this book so very useful.
Some conclusions based on a couple of hours browsing:
- This is NOT a textbook for learning neither DSP
nor MATLAB.
- The reader is expected to have working knowledge
of MATLAB and a firm theoretical basis in DSP.
- This book provides some badly needed hands-on
traning programs.
- The book consistently aims for building insight
and intuition.
- The book is perhaps too tuned towards use in a
class with an instructor.
Excellent Applications Book
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exercises
An excellent workbook which will bring DSP concepts to life!