Adapted Compressed Sensing for Effective Hardware Implementations

Adapted Compressed Sensing for Effective Hardware Implementations

A Design Flow for Signal-Level Optimization of Compressed Sensing Stages

Pareschi, Fabio; Mangia, Mauro; Setti, Gianluca; Cambareri, Valerio; Rovatti, Riccardo

Springer International Publishing AG

07/2017

319

Dura

Inglês

9783319613727

15 a 20 dias

This book describes algorithmic methods and hardware implementations that aim to help realize the promise of Compressed Sensing (CS), namely the ability to reconstruct high-dimensional signals from a properly chosen low-dimensional "portrait".
Chapter 1. Introduction to Compressed Sensing: Fundamentals and Guarantees.- Chapter 2.How (Well) Compressed Sensing Works in Practice.- Chapter 3. From Universal to Adapted Acquisition: Rake that Signal!.- Chapter 4.The Rakeness Problem with Implementation and Complexity Constraints.- Chapter 5.Generating Raking Matrices: a Fascinating Second-Order Problem.- Chapter 6.Architectures for Compressed Sensing.- Chapter 7.Analog-to-information Conversion.- Chapter 8.Low-complexity Biosignal Compression using Compressed Sensing.- Chapter 9.Security at the analog-to-information interface using Compressed Sensing.
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