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Practical Signal Processing, by Mark Owen
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The principles of signal processing are fundamental to the operation of many everyday devices. This book introduces the basic theory of digital signal processing, with emphasis on real-world applications. Sampling, quantization, the Fourier transform, filters, Bayesian methods and numerical considerations are covered, then developed to illustrate how they are used in audio, image, and video processing and compression, and in communications. The book concludes with methods for the efficient implementation of algorithms in hardware and software. Intuitive arguments rather than mathematical ones are used wherever possible, and links between various signal processing techniques are stressed. The advantages and disadvantages of different approaches are presented in the context of real-world examples, enabling the reader to choose the best solution to a given problem. With over 200 illustrations and over 130 exercises (including solutions), this book will appeal to practitioners working in signal processing, and undergraduate students of electrical and computer engineering.
- Sales Rank: #102307 in Books
- Brand: Brand: Cambridge University Press
- Published on: 2012-12-13
- Released on: 2012-12-13
- Original language: English
- Number of items: 1
- Dimensions: 9.61" h x .71" w x 6.69" l, 1.25 pounds
- Binding: Paperback
- 348 pages
- Used Book in Good Condition
About the Author
Mark Owen received his PhD in Speech Recognition from Cambridge University in 1992, after which he has worked in industry on digital signal processing applications in video, audio and radar. He is currently a freelance consultant in this, and related, fields.
Most helpful customer reviews
3 of 3 people found the following review helpful.
Great DSP book for beginners
By calBear
This is a great book that has both the basic theory and practical applications. It is great for someone wants to learn the basics and apply to different field. Also, it is easy to read, I read most of this book in coffee shops, no heavy math, just high level overviews.
The first part of the book is on theory, it contains: introduction to signal, sampling, conversion between analogue and digital, Fourier transform, filters, and likelihood method. The style of the book is very friendly, easy to understand, and have lots of figures to illustrate the concept. From these theories, you can easily understand what is sampling bias, the method to deal with irregular sampling, what's the physical meaning of FFT, different type of filters etc.
The best part of this book is the second half which shows you different applications to audio, images, videos, and communications. I found this is really interesting and useful, since you soon grab the essence of the concept you just learned from the first part, and know how they actually used in the real world. I am a student in seismology, so I also spend a lot of time dealing with seismic signals. The applications shown in this book actually inspired me to try some of the method/techniques used in other field to seismology.
I think this book is great for getting the high level overviews of the key techniques in DSP. As other reviewers said, it is not a complete book about DSP. If you want to learn more, after this book, you can choose some of the classics, e.g. Understanding Digital Signal Processing by Richard G. Lyons.
2 of 2 people found the following review helpful.
Understand Digital Signal Processing with the help of this excellent book.
By Amazon Customer
An excellent book on digital signal processing. I am still learning a lot from it.
0 of 0 people found the following review helpful.
a pretty good description of DSP and how and why it ...
By J. H. Petrescu
Some sections were very clear other not so much. Overall, a pretty good description of DSP and how and why it works.
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