DocumentCode
2268108
Title
Signal detection with compressive measurements in correlated noise
Author
Jiang, Haichao ; Cui, Guolong ; Kong, Lingjiang ; Yang, Xiaobo
Author_Institution
Sch. of Electron. Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
fYear
2012
fDate
7-11 May 2012
Abstract
This paper focuses on the signal detection problem using compressive measurements in the presence of correlated noise, and derives closed probability expressions of detection and false alarm, also provide the signal with which the best detection performance can be obtained. Moreover, the theoretical lower- and upper-bounds are provided. Finally, several numerical simulations are provided and discussed.
Keywords
compressed sensing; noise; numerical analysis; signal detection; closed probability expressions; compressive measurements; compressive sensing; correlated noise; detection performance; false alarm; numerical simulations; signal detection problem; theoretical lower-bounds; theoretical upper-bounds; Compressed sensing; Detectors; Noise measurement; Signal to noise ratio; Upper bound; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Radar Conference (RADAR), 2012 IEEE
Conference_Location
Atlanta, GA
ISSN
1097-5659
Print_ISBN
978-1-4673-0656-0
Type
conf
DOI
10.1109/RADAR.2012.6212184
Filename
6212184
Link To Document