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Digital Signal Processing Using MATLAB and Wavelets (with CD-ROM)(Electrical Engineering) (Computer Science)
 
 
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Digital Signal Processing Using MATLAB and Wavelets (with CD-ROM)(Electrical Engineering) (Computer Science) [Hardcover]

Michael Weeks (Author)
3.4 out of 5 stars  See all reviews (7 customer reviews)


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Book Description

0977858200 978-0977858200 September 15, 2006
Although DSP has long been considered an EE topic, recent developments have also generated significant interest from the computer science community. DSP applications in the consumer market, such as bioinformatics, the MP3 audio format, and MPEG-based cable/satellite television have fueled a desire to understand this technology outside of hardware circles. Designed for upper division engineering and computer science students as well as practicing engineers, Digital Signal Processing Using Matlab and Wavelets emphasizes the practical applications of signal processing. Over 100 Matlab projects and wavelet techniques provide the latest applications of DSP, including image processing, games, filters, transforms, networking, parallel processing, and sound. The book also provides the mathematical processes and techniques needed to ensure an understanding of DSP theory. Designed to be incremental in difficulty, the book will benefit readers who are unfamiliar with complex mathematical topics or those limited in programming experience. Beginning with an introduction to Matlab programming, it moves through filters, sinusoids, sampling, the Fourier transform, the Z transform and other key topics. An entire chapter is dedicated to the discussion of wavelets and their applications. A CD-ROM (platform independent) accompanies the book and contains source code, projects, and Microsoft® PowerPoint slides.


Editorial Reviews

About the Author

Michael Weeks is an associate professor at Georgia State University where he teaches courses in Digital Signal Processing. He holds a PhD in computer engineering from University of Louisiana and has authored or co-authored numerous journal and conference papers

Product Details

  • Hardcover: 452 pages
  • Publisher: Jones & Bartlett Publishers (September 15, 2006)
  • Language: English
  • ISBN-10: 0977858200
  • ISBN-13: 978-0977858200
  • Product Dimensions: 9.3 x 7.2 x 1.5 inches
  • Shipping Weight: 2.2 pounds
  • Average Customer Review: 3.4 out of 5 stars  See all reviews (7 customer reviews)
  • Amazon Best Sellers Rank: #1,206,782 in Books (See Top 100 in Books)

More About the Author

Dr. Weeks is currently an associate professor at Georgia State University, in the Computer Science department. He previously studied at the University of Louisville, then at the University of Louisiana at Lafayette. His research interests include digital signal processing, embedded systems, and bio-informatics. He is also a member of the Neuroscience Institute at GSU.

The second picture is a photo of Dr. Ottmar Beucher and Dr. Weeks (right).

 

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Average Customer Review
3.4 out of 5 stars (7 customer reviews)
 
 
 
 
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5 of 5 people found the following review helpful:
5.0 out of 5 stars Great introduction to MatLab and DSP, July 26, 2007
By 
SoupaPhli (Atlanta, GA United States) - See all my reviews
This review is from: Digital Signal Processing Using MATLAB and Wavelets (with CD-ROM)(Electrical Engineering) (Computer Science) (Hardcover)
This book is very readable and is chock-full of examples, sample code and explanations of DSP concepts. I think the best way to read it is to start with Chapters 1-2, which give an introduction to DSP and an overview of MatLab. Then, immediately follow this with Chapter 10, which covers applications. Subsequent chapters can be read as needed.
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3 of 3 people found the following review helpful:
5.0 out of 5 stars A real helper - just when you need it, March 1, 2008
This review is from: Digital Signal Processing Using MATLAB and Wavelets (with CD-ROM)(Electrical Engineering) (Computer Science) (Hardcover)
Digital signal processing is a tough area of study for two reasons. First, there's lots of math involved and you need more than just knowledge of it - you need a certain degree of intuition and insight in order to learn DSP successfully. On the other hand, mathematical proofs are not nearly enough for good implementation of the algorithms.

Because of how computers work, different ways of computing things give us different performance ratings. The simplest example is using FFT instead of DFT. The concept is the same, but the amount of computational power it saves is unprecedented. Therefore, you need to know not only how to derive a few methods for calculating different filter responses, but also how to implement them, so they take the least mathematical operations. Once you start using MATLAB for serious and large-scale applications, it becomes very obvious.

If you're the practical type (as opposed to a purely theoretical type) and want (or need) to know how to make stuff not just work, but also work well, this book will get you started in no time!
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1 of 1 people found the following review helpful:
5.0 out of 5 stars Great intro to DSP, September 14, 2009
By 
Matthew N. Montag (Cedar Rapids, IA United States) - See all my reviews
(REAL NAME)   
This review is from: Digital Signal Processing Using MATLAB and Wavelets (with CD-ROM)(Electrical Engineering) (Computer Science) (Hardcover)
Digital Signal Processing using MATLAB and Wavelets provides a gentle introduction to topics in DSP and gives easy MATLAB examples to get you up and running right away. The thing I like best is that it is written in plain English with a liberal amount of diagrams to help you follow. The author's voice comes through and you get the sense that you're being guided through the subject instead of reading a mathematical reference.
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Inside This Book (learn more)
Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
frequency magnitude response, filter coeffs, wavelet coeffs, biorthogonal wavelet transform, several sinusoids, conjugate quadrature filter, rotating phasors, filter coefficients, stopband ripple, impulse function, two sinusoids, radix point, bandstop filter, filter bank, discrete wavelet transform
Key Phrases - Capitalized Phrases (CAPs): (learn more)
Review Questions, Finite Impulse Response, Discrete Meyers
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