Adapted Compressed Sensing for Effective Hardware Implementations (eBook, PDF)

Adapted Compressed Sensing for Effective Hardware Implementations (eBook, PDF)

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

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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 princip...

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