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
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;
Conference_Titel :
Radar Conference (RADAR), 2012 IEEE
Conference_Location :
Atlanta, GA
Print_ISBN :
978-1-4673-0656-0
DOI :
10.1109/RADAR.2012.6212184
