【MATLAB 书籍】 Digital Signal Processing with Matlab Examples, Volume 3 (2016)

相似文件 换一批

是 否 +2 论坛币

k人 参与回答

经管之家送您一份

应届毕业生专属福利!

求职就业群

赵安豆老师微信：zhaoandou666

经管之家联合CDA

送您一个全额奖学金名额~ !

立即领取

感谢您参与论坛问题回答

经管之家送您两个论坛币！

+2 论坛币

Digital Signal Processing with Matlab Examples, Volume 3
Model-Based Actions and Sparse Representation

Authors: Jose Maria Giron-Sierra



Offers a wealth of MATLAB programs for individual exploration

Treats the theory succinctly and with a focus on practical applications

Covers advanced filtering techniques and compressed sensing

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.

Table of contents

Front Matter
Pages i-xvi

Model-Based Actions: Filtering, Prediction, Smoothing
Front Matter
Pages 1-1
Kalman Filter, Particle Filter and Other Bayesian Filters
Pages 3-148

Sparse Representation. Compressed Sensing
Front Matter
Pages 149-149
Sparse Representations
Pages 151-261

Back Matter
Pages 263-431

本帖隐藏的内容

原版 PDF：
Digital Signal Processing with Matlab Examples, Volume 3_Model-Based Actions and.pdf (9.2 MB, 需要: 20 个论坛币)

2016-11-29 03:53:06 上传

需要: 20 个论坛币  [购买]

PDF 压缩包：
Digital Signal Processing with Matlab Examples, Volume 3_Model-Based Actions and.zip (6.36 MB, 需要: 20 个论坛币) 本附件包括：

• Digital Signal Processing with Matlab Examples, Volume 3_Model-Based Actions and Sparse Representation.pdf

2016-11-29 03:52:55 上传

需要: 20 个论坛币  [购买]

扫码加我 拉你入群

请注明：姓名-公司-职位

以便审核进群资格，未注明则拒绝

分享0 收藏4 回帖

关键词：Processing processI Examples example Process individual techniques practical programs provide

kankan

thanks a lot!

Digital Signal Processing with Matlab Examples (Volume 3)_Model-Based Actions and Sparse Representation_Jose Maria Giron-Sierra

okokokokokokok

thanks

Thanks for sharing.

RE: 【MATLAB 书籍】 Digital Signal Proce

good nice