Adapted Compressed Sensing for Effective Hardware Implementations

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

Nonfiction, Science & Nature, Technology, Electronics, Circuits
Cover of the book Adapted Compressed Sensing for Effective Hardware Implementations by Riccardo Rovatti, Mauro Mangia, Valerio Cambareri, Gianluca Setti, Fabio Pareschi, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Riccardo Rovatti, Mauro Mangia, Valerio Cambareri, Gianluca Setti, Fabio Pareschi ISBN: 9783319613734
Publisher: Springer International Publishing Publication: July 14, 2017
Imprint: Springer Language: English
Author: Riccardo Rovatti, Mauro Mangia, Valerio Cambareri, Gianluca Setti, Fabio Pareschi
ISBN: 9783319613734
Publisher: Springer International Publishing
Publication: July 14, 2017
Imprint: Springer
Language: English

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”. The authors describe a design flow and some low-resource physical realizations of sensing systems based on CS. They highlight the pros and cons of several design choices from a pragmatic point of view, and show how a lightweight and mild but effective form of adaptation to the target signals can be the key to consistent resource saving. The basic principle of the devised design flow can be applied to almost any CS-based sensing system, including analog-to-information converters, and has been proven to fit an extremely diverse set of applications. Many practical aspects required to put a CS-based sensing system to work are also addressed, including saturation, quantization, and leakage phenomena.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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”. The authors describe a design flow and some low-resource physical realizations of sensing systems based on CS. They highlight the pros and cons of several design choices from a pragmatic point of view, and show how a lightweight and mild but effective form of adaptation to the target signals can be the key to consistent resource saving. The basic principle of the devised design flow can be applied to almost any CS-based sensing system, including analog-to-information converters, and has been proven to fit an extremely diverse set of applications. Many practical aspects required to put a CS-based sensing system to work are also addressed, including saturation, quantization, and leakage phenomena.

More books from Springer International Publishing

Cover of the book The Changing Place of Europe in Global Memory Cultures by Riccardo Rovatti, Mauro Mangia, Valerio Cambareri, Gianluca Setti, Fabio Pareschi
Cover of the book Modern Age Environmental Problems and their Remediation by Riccardo Rovatti, Mauro Mangia, Valerio Cambareri, Gianluca Setti, Fabio Pareschi
Cover of the book Semantic Technology by Riccardo Rovatti, Mauro Mangia, Valerio Cambareri, Gianluca Setti, Fabio Pareschi
Cover of the book Crystallization of Nanoscaled Colloids by Riccardo Rovatti, Mauro Mangia, Valerio Cambareri, Gianluca Setti, Fabio Pareschi
Cover of the book The Constitution of the City by Riccardo Rovatti, Mauro Mangia, Valerio Cambareri, Gianluca Setti, Fabio Pareschi
Cover of the book Software Process Improvement and Capability Determination by Riccardo Rovatti, Mauro Mangia, Valerio Cambareri, Gianluca Setti, Fabio Pareschi
Cover of the book Challenges in Mechanics of Time-Dependent Materials, Volume 2 by Riccardo Rovatti, Mauro Mangia, Valerio Cambareri, Gianluca Setti, Fabio Pareschi
Cover of the book Energy, Complexity and Wealth Maximization by Riccardo Rovatti, Mauro Mangia, Valerio Cambareri, Gianluca Setti, Fabio Pareschi
Cover of the book Naturalists, Explorers and Field Scientists in South-East Asia and Australasia by Riccardo Rovatti, Mauro Mangia, Valerio Cambareri, Gianluca Setti, Fabio Pareschi
Cover of the book Eduard Bernstein on Social Democracy and International Politics by Riccardo Rovatti, Mauro Mangia, Valerio Cambareri, Gianluca Setti, Fabio Pareschi
Cover of the book Statistical Physics for Electrical Engineering by Riccardo Rovatti, Mauro Mangia, Valerio Cambareri, Gianluca Setti, Fabio Pareschi
Cover of the book Osteoarthritis by Riccardo Rovatti, Mauro Mangia, Valerio Cambareri, Gianluca Setti, Fabio Pareschi
Cover of the book REBT in the Treatment of Anxiety Disorders in Children and Adults by Riccardo Rovatti, Mauro Mangia, Valerio Cambareri, Gianluca Setti, Fabio Pareschi
Cover of the book Computer Vision – ECCV 2018 by Riccardo Rovatti, Mauro Mangia, Valerio Cambareri, Gianluca Setti, Fabio Pareschi
Cover of the book Reshaping Accounting and Management Control Systems by Riccardo Rovatti, Mauro Mangia, Valerio Cambareri, Gianluca Setti, Fabio Pareschi
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy