How to find real-world applications of compressive sensing

Leslie N. Smith

doi:10.1117/12.2018244

31 May 2013 How to find real-world applications of compressive sensing

Leslie N. Smith

Proceedings Volume 8717, Compressive Sensing II; 87170Q (2013) https://doi.org/10.1117/12.2018244
Event: SPIE Defense, Security, and Sensing, 2013, Baltimore, Maryland, United States

Abstract

The potential of compressive sensing (CS) has spurred great interest in the research community and is a fast growing area of research. However, research translating CS theory into practical hardware and demonstrating clear and significant benefits with this hardware over current, conventional imaging techniques has been limited. This article helps researchers to find those niche applications where the CS approach provide substantial gain over conventional approaches by articulating guidelines for finding these niche CS applications. Furthermore, in this paper we utilized these guidelines to find one such new application for CS; sea skimming missile detection. As a proof of concept, it is demonstrated that a simplified CS missile detection architecture and algorithm provides comparable results to the conventional imaging approach but using a smaller FPA.

Citation Download Citation

Leslie N. Smith "How to find real-world applications of compressive sensing", Proc. SPIE 8717, Compressive Sensing II, 87170Q (31 May 2013); https://doi.org/10.1117/12.2018244

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available