On the Performance of Turbo Signal Recovery with Partial DFT Sensing Matrices

Junjie Ma; Xiaojun Yuan; Li Ping

doi:10.1109/LSP.2015.2414951

Author(s)

Junjie Ma
Xiaojun Yuan
Li Ping

Related Research Unit(s)

Department of Electrical Engineering

Detail(s)

Original language	English
Article number	7065244
Pages (from-to)	1580-1584
Journal / Publication	IEEE Signal Processing Letters
Volume	22
Issue number	10
Online published	23 Mar 2015
Publication status	Published - Oct 2015

Link(s)

DOI	DOI https://doi.org/10.1109/LSP.2015.2414951 Final Published version
	Check@CityULib
Link to Scopus	https://www.scopus.com/record/display.uri?eid=2-s2.0-84926435300&origin=recordpage
Permanent Link	https://scholars.cityu.edu.hk/en/publications/publication(55f84b7d-99c3-45f9-9852-40d65e4ae99e).html

Abstract

This letter is on the performance of the turbo signal recovery (TSR) algorithm for partial discrete Fourier transform (DFT) matrices based compressed sensing. Based on state evolution analysis, we prove that TSR with a partial DFT sensing matrix outperforms the well-known approximate message passing (AMP) algorithm with an independent identically distributed (IID) sensing matrix.

Research Area(s)

AMP, partial DFT, signal recovery, state evolution, turbo compressed sensing

Citation Format(s)

[ RIS ] [ BibTeX ]

On the Performance of Turbo Signal Recovery with Partial DFT Sensing Matrices. / Ma, Junjie; Yuan, Xiaojun; Ping, Li.
In: IEEE Signal Processing Letters, Vol. 22, No. 10, 7065244, 10.2015, p. 1580-1584.

Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

Ma, J, Yuan, X & Ping, L 2015, 'On the Performance of Turbo Signal Recovery with Partial DFT Sensing Matrices', IEEE Signal Processing Letters, vol. 22, no. 10, 7065244, pp. 1580-1584. https://doi.org/10.1109/LSP.2015.2414951

Ma, J., Yuan, X., & Ping, L. (2015). On the Performance of Turbo Signal Recovery with Partial DFT Sensing Matrices. IEEE Signal Processing Letters, 22(10), 1580-1584. Article 7065244. https://doi.org/10.1109/LSP.2015.2414951

Ma J, Yuan X, Ping L. On the Performance of Turbo Signal Recovery with Partial DFT Sensing Matrices. IEEE Signal Processing Letters. 2015 Oct;22(10):1580-1584. 7065244. Epub 2015 Mar 23. doi: 10.1109/LSP.2015.2414951

Ma, Junjie ; Yuan, Xiaojun ; Ping, Li. / On the Performance of Turbo Signal Recovery with Partial DFT Sensing Matrices. In: IEEE Signal Processing Letters. 2015 ; Vol. 22, No. 10. pp. 1580-1584.