Title :
Quickest Spectrum Sensing With Multiple Antennas in Rician and Correlated Rayleigh Channels
Author :
Hanafi, E. ; Martin, Philippa A. ; Smith, Peter J. ; Coulson, Alan J.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Canterbury, Christchurch, New Zealand
Abstract :
In this letter, we study the quickest spectrum sensing employing multiple receive antennas at the cognitive user when the received signal experiences Rician and correlated Rayleigh channels. For both channels, we derive the joint probability density functions required to form the optimal cumulative sum (CUSUM) detector. We explore the effects of the Rician K-factor or correlation on the performance of the quickest spectrum sensing. Mismatched channel conditions are also considered, and we show that the sensing performance at a particular correlation coefficient or the Rician K-factor heavily depends on the true channel and is relatively insensitive to the detector.
Keywords :
Rayleigh channels; Rician channels; antenna arrays; cognitive radio; correlation methods; probability; radio spectrum management; receiving antennas; signal detection; CUSUM detector; Rician K-factor; Rician channels; Rician correlation; correlated Rayleigh channels; joint probability density functions; multiple receive antennas; optimal cumulative sum detector; quickest spectrum sensing; Antennas; Correlation; Delays; Detectors; Rayleigh channels; Rician channels; CUSUM; Quickest spectrum sensing; Rician channel; correlation; multiple antennas;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2014.2329837