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: An Exploration of Random Processes for EngineersAn Exploration of Random Processes for Engineers
by - University of Illinois at Urbana-Champaign
These notes were written for a graduate course on random processes. Students are assumed to have had a previous course in probability, some familiarity with real analysis and linear algebra, and some familiarity with complex analysis.
(16142 views)
Book cover: Fourier Transforms: High-tech Application and Current TrendsFourier Transforms: High-tech Application and Current Trends
by - InTech
The book provides a review on recent advances in Fourier transforms as the most powerful analytical tool for applications in electronic and computer engineering, as well as spectral techniques with a wide range of nanotechnological applications.
(7291 views)
Book cover: The Theory of Linear PredictionThe Theory of Linear Prediction
by - Morgan and Claypool Publishers
Linear prediction theory has had a profound impact in the field of digital signal processing. This book focuses on the theory of vector linear prediction and line spectral processes. There are several examples and computer-based demonstrations.
(15882 views)
Book cover: Elements of Signal Detection and EstimationElements of Signal Detection and Estimation
by - Prentice Hall
This is an introduction to signal-detection theory, a subject fundamental to the design of detectors of weak signals in the presence of random noise, and to the design of optimal receivers of communication, radar, sonar and optical signals.
(14848 views)