2 papers
stat.ML2018
Compressed Sensing Using Binary Matrices of Nearly Optimal Dimensions
Mahsa Lotfi, Mathukumalli Vidyasagar
In this paper, we study the problem of compressed sensing using binary measurement matrices and -norm minimization (basis pursuit) as the recovery algorithm. We derive new…
cs.IT2017
A Fast Noniterative Algorithm for Compressive Sensing Using Binary Measurement Matrices
Mahsa Lotfi, Mathukumalli Vidyasagar
In this paper we present a new algorithm for compressive sensing that makes use of binary measurement matrices and achieves exact recovery of ultra sparse vectors, in a single pass…