Title :
Sensing performance of efficient cyclostationary detector with multiple antennas in multipath fading and lognormal shadowing environments
Author :
Ying Zhu ; Jia Liu ; Zhiyong Feng ; Ping Zhang
Author_Institution :
Key Lab. of Universal Wireless Commun., Beijing Univ. of Posts & Telecommun., Beijing, China
Abstract :
Spectrum sensing is a key technical challenge for cognitive radio (CR). It is well known that multicycle cyclostation-arity (MC) detection is a powerful method for spectrum sensing. However, a conventional MC detector is difficult to implement because of its high computational complexity. This paper considers reducing computational complexity by simplifying the test statistic of a conventional MC detector. On the basis of this simplification process, an improved MC detector is proposed. Compared with the conventional detector, the proposed detector has low-computational complexity and high-accuracy sensing performance. Subsequently, the sensing performance is further investigated for the cases of Rayleigh, Nakagami-m, Rician, and Rayleigh fading and lognormal shadowing channels. Furthermore, square-law combining (SLC) is introduced to improve the detection capability in fading and shadowing environments. The corresponding closed-form expressions of average detection probability are derived for each case by the moment generation function (MGF) and contour integral approaches. Finally, illustrative and analytical results show the efficiency and reliability of the proposed detector and the improvement in sensing performance by SLC in multipath fading and lognormal shadowing environments.
Keywords :
Nakagami channels; Rayleigh channels; Rician channels; cognitive radio; probability; radio spectrum management; reliability; signal detection; CR; MC detector; MGF; Nakagami-m channel; Rayleigh fading channel; Rician channel; SLC; closed-form expressions; cognitive radio; computational complexity reduction; detection probability; high-accuracy sensing performance; lognormal shadowing channel; lognormal shadowing environments; moment generation function; multicycle cyclostationarity detection; multipath fading; multiple antennas; spectrum sensing; square-law combining; Computational complexity; Detectors; Fading channels; Nakagami distribution; Rayleigh channels; Rician channels; Shadow mapping; Improved MC detector; MGF; Nakagami-m fading; Rayleigh fading; Rayleigh fading and lognormal shadowing; Rician fading; SLC; spectrum sensing;
Journal_Title :
Communications and Networks, Journal of
DOI :
10.1109/JCN.2014.000027