Technical Report CS-2010-03

TR#:CS-2010-03
Class:CS
Title: Sampling and Noise in Compressive Sensing
Authors: Yehuda Pfeffer and Michael Zibulevsky
PDFCS-2010-03.pdf
Abstract: We examine the effect of noise in the acquisition process of compressive sampling on the reconstruction error, assuming correct identification of the active coefficients of the sparse signal. We show that while accepted random sampling matrices may have small restricted isometry constants, they differ greatly in the reconstruction error due to noise in the acquisition process. We focus on noises that are typical to photonic sensing.
CopyrightThe above paper is copyright by the Technion, Author(s), or others. Please contact the author(s) for more information

Remark: Any link to this technical report should be to this page (http://www.cs.technion.ac.il/users/wwwb/cgi-bin/tr-info.cgi/2010/CS/CS-2010-03), rather than to the URL of the PDF files directly. The latter URLs may change without notice.

To the list of the CS technical reports of 2010
To the main CS technical reports page

Computer science department, Technion
admin