Compressed Sensing for Distributed Systems

"This book focuses on recent advances in the research involving compressed sensing for distributed systems. ... The book provides an excellent overview of the state-of-the-art solutions addressing various situations such as collaboration of nodes versus independence of nodes or including energy conservation as a goal in the search for the solution. ... well-written contribution to the field of distributed systems and computational sensing and will find its audience among professionals (researchers, faculty, and graduate students) working in these fields." (Stefan Robila, Computing Reviews, March, 2016)

• Introduction.- Distributed Compressed Sensing.- Rate–Distortion Theory of Distributed Compressed Sensing.- Centralized Joint Recovery.- Distributed Recovery.- Conclusions.