Digital Signal Processing with Matlab Examples, Volume 3

Model-Based Actions and Sparse Representation

Nonfiction, Science & Nature, Technology, Imaging Systems, Electronics
Cover of the book Digital Signal Processing with Matlab Examples, Volume 3 by Jose Maria Giron-Sierra, Springer Singapore
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Jose Maria Giron-Sierra ISBN: 9789811025402
Publisher: Springer Singapore Publication: November 21, 2016
Imprint: Springer Language: English
Author: Jose Maria Giron-Sierra
ISBN: 9789811025402
Publisher: Springer Singapore
Publication: November 21, 2016
Imprint: Springer
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Springer Singapore

Cover of the book Proceedings of the International Conference on Microelectronics, Computing & Communication Systems by Jose Maria Giron-Sierra
Cover of the book Snow Mold by Jose Maria Giron-Sierra
Cover of the book China’s Macroeconomic Outlook by Jose Maria Giron-Sierra
Cover of the book Workforce Development by Jose Maria Giron-Sierra
Cover of the book The Rise of Legal Graffiti Writing in New York and Beyond by Jose Maria Giron-Sierra
Cover of the book Total Synthesis of Natural Products with Antimicrobial Activity by Jose Maria Giron-Sierra
Cover of the book The Core Values of Chinese Civilization by Jose Maria Giron-Sierra
Cover of the book Medical Imaging Technology by Jose Maria Giron-Sierra
Cover of the book Advances in Parallel and Distributed Computing and Ubiquitous Services by Jose Maria Giron-Sierra
Cover of the book Energy Performance in the Australian Built Environment by Jose Maria Giron-Sierra
Cover of the book Decentralization and Rural Development in Indonesia by Jose Maria Giron-Sierra
Cover of the book Fixed Point Theory in Metric Spaces by Jose Maria Giron-Sierra
Cover of the book Smart Resources in Ophthalmology by Jose Maria Giron-Sierra
Cover of the book Nonverbal Delivery in Speaking Assessment by Jose Maria Giron-Sierra
Cover of the book Aeolian Processes as Dust Storms in the Deserts of Central Asia and Kazakhstan by Jose Maria Giron-Sierra
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy