Efficient recovery algorithm for discrete valued sparse signals using an ADMM approach

Motivated by applications in wireless communications, in this paper we propose a reconstruction algorithm for sparse signals whose values are taken from a discrete set, using a limited number of noisy observations. Unlike conventional compressed sensing algorithms, the proposed approach incorporates...

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Bibliographic Details
Main Author: Souto, N. M. B. (author)
Other Authors: Lopes, H. A. (author)
Format: article
Language:eng
Published: 2017
Subjects:
Online Access:http://hdl.handle.net/10071/14512
Country:Portugal
Oai:oai:repositorio.iscte-iul.pt:10071/14512