Title :
A New Inter-Carrier Interference Cancellation Using CP-ICA Scheme in OFDM Systems
Author :
Jong-Deuk Kim ; Youn-Shik Byun
Author_Institution :
Dept. of Electron. Eng., Incheon Univ.
Abstract :
A well-known problem of OFDM is its sensitivity to frequency offset which leads to inter-carrier interference (ICI) in the OFDM symbol. This ICI causes severe degradation of the BER performance of the OFDM receiver. In this paper, we propose a new ICI cancellation algorithm which estimates frequency offset at the time-domain by using the cyclic prefix (CP) based independent component analysis (ICA) method to the received subcarriers. We derive the frequency offset estimation technique by using CP-ICA analyzing the phase rotation of the OFDM symbols. This algorithm is based on a statistical blind estimation method, which mainly utilizes the eigenvalue decomposition (EVD), rotating phasor and the 4th cumulants. In the case of 0.0<epsiv<1.0, simulation results show that the proposed frequency offset estimator is more accurate than the other estimators under AWGN and Rayleigh flat fading channels.
Keywords :
AWGN channels; Rayleigh channels; channel estimation; eigenvalues and eigenfunctions; error statistics; frequency estimation; higher order statistics; independent component analysis; intercarrier interference; interference suppression; 4th cumulants; AWGN channels; BER; CP-ICA scheme; OFDM systems; Rayleigh flat fading channels; cyclic prefix; eigenvalue decomposition; frequency offset estimator; independent component analysis; inter-carrier interference; inter-carrier interference cancellation; rotating phasor; statistical blind estimation method; AWGN; Bit error rate; Degradation; Eigenvalues and eigenfunctions; Frequency estimation; Independent component analysis; Interference cancellation; OFDM; Phase estimation; Time domain analysis;
Conference_Titel :
Vehicular Technology Conference, 2007. VTC2007-Spring. IEEE 65th
Conference_Location :
Dublin
Print_ISBN :
1-4244-0266-2
DOI :
10.1109/VETECS.2007.489