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Digital Signal Processing with Matlab Examples, Volume 3 Jose Maria Giron-Sierra

Digital Signal Processing with Matlab Examples, Volume 3 By Jose Maria Giron-Sierra

Digital Signal Processing with Matlab Examples, Volume 3 by Jose Maria Giron-Sierra


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Summary

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.

Digital Signal Processing with Matlab Examples, Volume 3 Summary

Digital Signal Processing with Matlab Examples, Volume 3: Model-Based Actions and Sparse Representation by Jose Maria Giron-Sierra

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.

About Jose Maria Giron-Sierra

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.

Table of Contents

Part VI- Model-based Actions: Filtering, Prediction, Smoothing.- Kalman Filter, Particle Filter and other Bayesian Filters.- Part VII Sparse Representation. Compressed Sensing.- Sparse Representations.- Appendices.- Selected Topics of Mathematical Optimization.- Long Programs.

Additional information

NLS9789811096440
9789811096440
9811096449
Digital Signal Processing with Matlab Examples, Volume 3: Model-Based Actions and Sparse Representation by Jose Maria Giron-Sierra
New
Paperback
Springer Verlag, Singapore
2018-07-05
431
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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