Logo

Concise Signal Models by Michael Wakin

Small book cover: Concise Signal Models

Concise Signal Models
by

Publisher: Connexions
Number of pages: 55

Description:
This book reviews fundamental concepts underlying the use of concise models for signal processing. Topics are presented from a geometric perspective and include low-dimensional linear, sparse, and manifold-based signal models, approximation, compression, dimensionality reduction, and Compressed Sensing.

Home page url

Download or read it online for free here:
Download link
(multiple formats)

Similar books

Book cover: Detection of Abrupt Changes: Theory and ApplicationDetection of Abrupt Changes: Theory and Application
by - Prentice-Hall
This book presents mathematical tools and techniques for solving change detection problems in wide domains like signal processing, controlled systems and monitoring. The book is intended for engineers and researchers involved in signal processing.
(10182 views)
Book cover: Introduction to Digital Filters: with Audio ApplicationsIntroduction to Digital Filters: with Audio Applications
by - W3K Publishing
An introduction to digital filters, it covers mathematical theory, useful examples, audio applications, and some software starting points and Matlab programming examples. The theory treats concepts in digital filter analysis and linear systems theory.
(15461 views)
Book cover: Introduction To Random ProcessesIntroduction To Random Processes
by - McGraw-Hill
A first course on random processes for graduate engineering and science students, particularly those with an interest in the analysis and design of signals and systems. The book includes detailed coverage of minimum-mean-squared-error estimation.
(8580 views)
Book cover: Bayesian InferenceBayesian Inference
by - InTech
This book takes a look at both theoretical foundations and practical implementations of Bayesian inference. It is intended as an introductory guide for the application of Bayesian inference in the fields of life sciences, engineering, and economics.
(2157 views)