Download PDF Digital Signal Processing with Matlab Examples, Volume 3: Model-Based Actions and Sparse Representation (Signals and Communication Technology)
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Digital Signal Processing with Matlab Examples, Volume 3: Model-Based Actions and Sparse Representation (Signals and Communication Technology)
Download PDF Digital Signal Processing with Matlab Examples, Volume 3: Model-Based Actions and Sparse Representation (Signals and Communication Technology)
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From the Back Cover
This is the third volume in a trilogy on modern Signal Processing. The three books provide a concise exposition of signal processing topics, and a guide to support individual practical exploration based on MATLAB programs.This book includes MATLAB codes to illustrate each of the main steps of the theory, offering a self-contained guide suitable for independent study. The code is embedded in the text, helping readers to put into practice the ideas and methods discussed.The book primarily focuses on filter banks, wavelets, and images. While the Fourier transform is adequate for periodic signals, wavelets are more suitable for other cases, such as short-duration signals: bursts, spikes, tweets, lung sounds, etc. Both Fourier and wavelet transforms decompose signals into components. Further, both are also invertible, so the original signals can be recovered from their components. Compressed sensing has emerged as a promising idea. One of the intended applications is networked devices or sensors, which are now becoming a reality; accordingly, this topic is also addressed. A selection of experiments that demonstrate image denoising applications are also included. In the interest of reader-friendliness, the longer programs have been grouped in an appendix; further, a second appendix on optimization has been added to supplement the content of the last chapter.
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About the Author
Prof. Jose M. Giron-Sierra was born in Valladolid, Spain. He receive his Ph.D. in Physics in 1978, Universidad Complutense de Madrid, Spain. Prof. Giron-Sierra wrote more than 160 publications in various international journals. He is IEEE, AIAA, and Eurosim member and belongs to two IFAC Technical Committees.
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Product details
Series: Signals and Communication Technology
Paperback: 448 pages
Publisher: Springer; Softcover reprint of the original 1st ed. 2017 edition (July 7, 2018)
Language: English
ISBN-10: 9811096449
ISBN-13: 978-9811096440
Product Dimensions:
6.1 x 1 x 9.2 inches
Shipping Weight: 1.6 pounds (View shipping rates and policies)
Average Customer Review:
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Amazon Best Sellers Rank:
#4,239,273 in Books (See Top 100 in Books)
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