Title :
Performance Evaluation of Spectrum Sensing Using Welch Periodogram for OFDM Signals
Author :
Harjula, Ilkka ; Hekkala, Atso ; Matinmikko, Marja ; Mustonen, Miia
Author_Institution :
VTT (Tech. Res. Centre of Finland), Oulu, Finland
Abstract :
Reliable spectrum sensing is one of the key technologies for enabling spectrum coexistence. In this paper, co operative spectrum sensing based on the Welch periodogram is studied in frequency selective fading environment for quadrature phase shift keying (QPSK) and orthogonal frequency division multiplexing (OFDM) signals. Parameter selection for sensing OFDM signal is discussed, and near-optimal values for frequency averaging for QPSK and OFDM signals are derived. The results, given as receiver operating characteristic (ROC) curves, indicate that the frequency-selective fading degrades the performance of the sensing. This could be compensated by co-operation of several sensing nodes. Both analytical and simulation results indicate that best performance of spectrum sensing is achieved with different combining rules in the case of signal passing through additive white Gaussian noise (AWGN) or fading channels.
Keywords :
AWGN channels; OFDM modulation; cooperative communication; fading channels; quadrature phase shift keying; radio receivers; radio spectrum management; telecommunication network reliability; AWGN channel; OFDM signal; QPSK signal; ROC curve; Welch periodogram; additive white Gaussian noise channel; cooperative spectrum sensing; fading channel; frequency selective fading environment; orthogonal frequency division multiplexing signal; quadrature phase shift keying; receiver operating characteristic curve; spectrum sensing performance evaluation; spectrum sensing reliability; AWGN; Channel models; Fading; Mathematical model; OFDM; Phase shift keying; Sensors;
Conference_Titel :
Vehicular Technology Conference (VTC Spring), 2011 IEEE 73rd
Conference_Location :
Budapest
Print_ISBN :
978-1-4244-8332-7
DOI :
10.1109/VETECS.2011.5956246