1-Bit Compressed Sensing via an L1-TV Regularization Method
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3219850
Abstract: This paper considers the 1-bit compressed sensing (1-bit CS) of signals that are simultaneously sparse and gradient sparse. Since L1-norm and total variation (TV) penalties are beneficial for reconstructing element-sparse and gradient-sparse signals, respectively, we… read more here.
Keywords: bit compressed; bit; via regularization; sensing via ... See more keywords
ROCS: Robust One-Bit Compressed Sensing With Application to Direction of Arrival
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Signal Processing"
DOI: 10.1109/tsp.2024.3387346
Abstract: One-bit compressed sensing (1-bit CS) inherits the merits of traditional CS and further reduces the cost and burden on the hardware device via employing the 1-bit analog-to-digital converter. When the measurements do not involve sign… read more here.
Keywords: bit compressed; one bit; bit; sign flips ... See more keywords