Title :
Window Functions for Frame Correlation Reduction in Overlapped FFT Based Energy Detection
Author :
Takai, R. ; Uchida, S. ; Sanada, Y.
Author_Institution :
Dept. of Electron. & Electr. Eng., Keio Univ., Yokohama, Japan
Abstract :
Overlapped FFT based energy detection has been proposed as a signal detection scheme in dynamic spectrum access. The overlapped FFT scheme increases the number of FFT frames to reduce the variance of squared noise and improves the detection performance. As the FFT frames are overlapped, correlation values between the frames affect to the detection performance. This paper proposes the window functions which decrease the correlation values between adjacent FFT bins. Numerical results obtained through computer simulation show that novel window functions generated by upsampling a Hamming window improves the detection performance by 0.09.
Keywords :
cognitive radio; correlation methods; fast Fourier transforms; radio spectrum management; radiofrequency interference; signal detection; FFT bins; FFT frames; Hamming window; computer simulation; dynamic spectrum access; energy detection; fast Fourier transforms; frame correlation reduction; overlapped FFT scheme; signal detection scheme; squared noise; window functions; AWGN channels; Correlation; Detectors; Noise; Signal detection; Wireless communication;
Conference_Titel :
Vehicular Technology Conference (VTC Fall), 2014 IEEE 80th
Conference_Location :
Vancouver, BC
DOI :
10.1109/VTCFall.2014.6966231