Search Results for author: Mahsa Lotfi

Found 2 papers, 1 papers with code

Compressed Sensing Using Binary Matrices of Nearly Optimal Dimensions

1 code implementation9 Aug 2018 Mahsa Lotfi, Mathukumalli Vidyasagar

Next we derive universal \textit{lower} bounds on the number of measurements that any binary matrix needs to have in order to satisfy the weaker sufficient condition based on the RNSP and show that bipartite graphs of girth six are optimal.

A Fast Noniterative Algorithm for Compressive Sensing Using Binary Measurement Matrices

no code implementations11 Aug 2017 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 and without any iterations.

Compressive Sensing

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