Exponential bounds implying construction of compressed sensing matrices, error-correcting codes, and neighborly polytopes by random sampling

IEEE Transactions on Information Theory

Volumn 56, Issue 4, 2010, Pages 2002-2016

  Donoho, David L ^a   Tanner, Jared ^b  

^a STANFORD UNIVERSITY   (United States)

^b UNIVERSITY OF EDINBURGH   (United Kingdom)

Author keywords

1 minimization; Compressed sensing; Error correction by linear programming; Neighborly polytopes; Random matrices

Indexed keywords

ASYMPTOTIC RATE; ASYMPTOTICS; CHECKSUM; COMPRESSED SENSING; ERROR CORRECTING CODE; ERROR PATTERNS; EXPONENTIAL BOUNDS; GEOMETRIC OBJECTS; HIGH PROBABILITY; POLYTOPES; RANDOM MATRICES; RANDOM MEASUREMENT; RANDOM SAMPLING; SAMPLING THEOREMS; SPARSE SIGNALS;

ARTIFICIAL INTELLIGENCE; ASYMPTOTIC ANALYSIS; DYNAMIC PROGRAMMING; ERROR CORRECTION; INFORMATION THEORY; LINEARIZATION; OPTIMIZATION; SIGNAL RECONSTRUCTION; THEOREM PROVING; TOPOLOGY;

MATRIX ALGEBRA;

EID: 77950233813     PISSN: 00189448     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIT.2010.2040892     Document Type: Article

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