DocumentCode :
1833184
Title :
Further results on multiantenna spectrum sensing in colored noise
Author :
Tugnait, Jitendra K.
Author_Institution :
Dept. of Electr. & Comput. Eng., Auburn Univ., Auburn, AL, USA
fYear :
2013
fDate :
11-14 Aug. 2013
Firstpage :
30
Lastpage :
35
Abstract :
The problem of multiantenna spectrum sensing is considered where the receiver noise is allowed to be temporally colored with unknown power spectral density (PSD), but must be spatially uncorrelated. The signal is received over a possibly frequency-selective, unknown channel. A generalized likelihood ratio test (GLRT) for multiantenna spectrum sensing in colored noise under this set-up was recently proposed in the literature based on analysis of the multivariate PSD of the received multiantenna signal. In this paper we analyze the performance (probability of detection) of this GLRT by deriving the asymptotic distribution of the test statistic under the alternative hypothesis. Computer simulation results show an excellent agreement with theory in calculating the probability of detection for a specified probability of false alarm.
Keywords :
antenna arrays; frequency selective surfaces; probability; radio spectrum management; signal detection; GLRT; colored noise; detection probability; frequency-selective channel; generalized likelihood ratio test; multiantenna spectrum sensing; multivariate PSD; power spectral density; received multiantenna signal; receiver noise; unknown channel; Antennas; Colored noise; Optical wavelength conversion; Probability; Sensors; Time series analysis; Colored noise; GLRT (generalized likelihood ratio test); Multichannel signal detection; Spectrum sensing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Digital Signal Processing and Signal Processing Education Meeting (DSP/SPE), 2013 IEEE
Conference_Location :
Napa, CA
Print_ISBN :
978-1-4799-1614-6
Type :
conf
DOI :
10.1109/DSP-SPE.2013.6642560
Filename :
6642560
Link To Document :
بازگشت