A large class of chaotic sensing matrices for compressed sensing

Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information

Emmanuel J. Candès, Justin Romberg, Terence Tao · IEEE Transactions on Information Theory · 2006 · 15.8K citations

Natural Sciences, Electrical Engineering, Mathematics +16

Signal Recovery From Random Measurements Via Orthogonal Matching Pursuit

Joel A. Tropp, Anna C. Gilbert · IEEE Transactions on Information Theory · 2007 · 9.7K citations

Engineering, Computer Science, Electrical Engineering +8

Decoding by Linear Programming

Emmanuel J. Candès, Terence Tao · IEEE Transactions on Information Theory · 2005 · 7.3K citations

Engineering, Computer Science, Fault-tolerant Computing +9

Near-Optimal Signal Recovery From Random Projections: Universal Encoding Strategies?

Emmanuel J. Candès, Terence Tao · IEEE Transactions on Information Theory · 2006 · 6.9K citations

Engineering, Computer Science, Mathematics +11

The restricted isometry property and its implications for compressed sensing

Emmanuel J. Candès · Comptes Rendus Mathématique · 2008 · 3.8K citations

Natural Sciences, Mathematics, Physics +13