Title :
Frequency-domain GLR detection of cyclostationary signals in frequency-selective channels
Author :
Font-Segura, Josep ; Riba, J. ; Villares, Javier ; Vazquez, G.
Author_Institution :
Signal Theor. & Commun. Dept., Tech. Univ. of Catalonia, Barcelona, Spain
Abstract :
The frequency diversity exhibited by cyclostationary signals is exploited in this paper. A novel rank-1 frequency-domain representation of a digital waveform is proposed to address the generalized likelihood ratio (GLR) detection of a cyclo-stationary signal with unknown white noise. With the aim of avoiding the well-known sensitivity of cyclostationary-based detectors to frequency-selective fading channels, a parametric channel model based on the coherence bandwidth is adopted and incorporated in the GLR test. The proposed detector outperforms the classical spectral correlation magnitude detectors by exploiting the rank-1 structure of small spectral co-variance matrices.
Keywords :
diversity reception; estimation theory; fading channels; signal detection; cyclostationary signal detection; digital waveform; fading channel; frequency diversity; frequency domain GLR detection; frequency selective channels; generalized likelihood ratio detection; parametric channel model; Correlation; Covariance matrices; Detectors; Frequency-domain analysis; Signal to noise ratio; GLRT; LMPIT; cognitive radio; cyclostationarity based detection; spectral correlation;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on
Conference_Location :
Florence
DOI :
10.1109/ICASSP.2014.6854709