37 citations · 48 across the 15 of their papers we have counts for
3 papers · 1 filter
An Approach to One-Bit Compressed Sensing Based on Probably Approximately Correct Learning Theory
Mehmet Eren Ahsen, Mathukumalli Vidyasagar
In this paper, the problem of one-bit compressed sensing (OBCS) is formulated as a problem in probably approximately correct (PAC) learning. It is shown that the Vapnik-Chervonenki…
CLOT Norm Minimization for Continuous Hands-off Control
Niharika Challapalli, Masaaki Nagahara, Mathukumalli Vidyasagar
In this paper, we consider hands-off control via minimization of the CLOT (Combined -One and Two) norm. The maximum hands-off control is the -optimal (or the sparsest) cont…
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…