Deterministic construction of sparse binary and ternary matrices from existing binary sensing matrices
Information Theory
2015-03-05 v1 math.IT
Optimization and Control
Abstract
In the present work, we discuss a procedure for constructing sparse binary and ternary matrices from existing two binary sensing matrices. The matrices that we construct have several attractive properties such as smaller density, which supports algorithms with low computational complexity. As an application of our method, we show that a CS matrix of general row size different from (for different primes ) can be constructed.
Cite
@article{arxiv.1503.01402,
title = {Deterministic construction of sparse binary and ternary matrices from existing binary sensing matrices},
author = {Pradip Sasmal and R. Ramu Naidu and C. S. Sastry and P. V. Jampana},
journal= {arXiv preprint arXiv:1503.01402},
year = {2015}
}