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
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