A new approach of conditions on for s-sparse recovery δ2s(φ)
In this paper, we provide a unified expression to obtain the conditions on the restricted isometry constant δ2s(φ). These conditions cover the important results proposed by Candes et al. and each of them is a sufficient condition for sparse signal recovery. In the noiseless case, when δ2s(φ) satisfi...
Gespeichert in:
Veröffentlicht in: | 中国科学:信息科学(英文版) 2014 (4), p.103-109 |
---|---|
1. Verfasser: | |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
Zusammenfassung: | In this paper, we provide a unified expression to obtain the conditions on the restricted isometry constant δ2s(φ). These conditions cover the important results proposed by Candes et al. and each of them is a sufficient condition for sparse signal recovery. In the noiseless case, when δ2s(φ) satisfies any one of these conditions, the s-sparse signal can be exactly recovered via (11) constrained minimization. |
---|---|
ISSN: | 1674-733X 1869-1919 |