Результаты исследований: Научные публикации в периодических изданиях › Обзорная статья › Рецензирование
Randomization of data acquisition and l(1)-optimization (recognition with compression). / Granichin, O. N.; Pavlenko, D. V.
в: Automation and Remote Control, Том 71, № 11, 11.2010, стр. 2259-2282.Результаты исследований: Научные публикации в периодических изданиях › Обзорная статья › Рецензирование
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TY - JOUR
T1 - Randomization of data acquisition and l(1)-optimization (recognition with compression)
AU - Granichin, O. N.
AU - Pavlenko, D. V.
PY - 2010/11
Y1 - 2010/11
N2 - A new paradigm for processing signals with sparse representation in some basis is actively developed for some time past. It relies largely on the ideas of measurement randomization and a""(1)-optimization. The recent methods of acquisition and representation of the compressed data were christened compressive sensing.
AB - A new paradigm for processing signals with sparse representation in some basis is actively developed for some time past. It relies largely on the ideas of measurement randomization and a""(1)-optimization. The recent methods of acquisition and representation of the compressed data were christened compressive sensing.
KW - SIGNAL RECOVERY
KW - RECONSTRUCTION
KW - SHRINKAGE
KW - DECOMPOSITION
KW - REGRESSION
KW - ALGORITHM
KW - SPARSITY
KW - PURSUIT
KW - SETS
U2 - 10.1134/S0005117910110019
DO - 10.1134/S0005117910110019
M3 - Обзорная статья
VL - 71
SP - 2259
EP - 2282
JO - Automation and Remote Control
JF - Automation and Remote Control
SN - 0005-1179
IS - 11
ER -
ID: 74011927