Open AccessComputer ScienceMathematicsEngineering
Yin Zhang
2013.3.14Journal of the Operations Research Society of China
tlooto Summary
The purpose is to introduce an elementary and RIP-free treatment of the basic CS theory, to extend the current recoverability and stability results, and to substantiate a property called uniform recoverability of ℓ1-minimization, that is, for almost all random measurement matrices recoverability is asymptotically identical.
Abstract
Abstract is not available.
Citation format
ZHANG, Yin. Theory of compressive sensing via ℓ1-minimization: A non-rip analysis and extensions. Journal of the Operations Research Society of China, 2013, 1: 79–105.