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Adapted Compressed Sensing for Effective Hardware Implementations

Name: Adapted Compressed Sensing for Effective Hardware Implementations
Brand: Springer International Publishing AG
SKU: 21375290
Price: 40478 HUF
Availability: InStock
Author: Mauro Mangia
ISBN: 9783319870656

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

Language

English

Book Paperback

Libristo code: 21375290

Publishers Springer International Publishing AG, August 2018

This book describes algorithmic methods and hardware implementations that aim to help realize the pr... Full description

Libristo code: 21375290

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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.