Title :
An Unscented Kalman Filter for ICI Cancellation in High-Mobility OFDM System
Author :
Zhang, Xinming ; Yang, Bo ; Li, Shan ; Men, Aidong
Author_Institution :
Sch. of Inf. & Commun. Eng., Beijing Univ. of Posts & Telecommun., Beijing, China
Abstract :
OFDM system suffers from inter-carrier interference due to frequency offset produced by the movement of terminals. Several schemes have been proposed to mitigate this type of interference. In this paper, an unscented Kalman filter (UKF) based methodology is addressed to estimate the carrier frequency offset (CFO).We have compared the BER performance of UKF with other schemes and also analyzed the convergence as well as accuracy behavior between UKF and EKF. The simulation result shows that comparing to conventional non-iterative methods, UKF and EKF have higher accuracy and efficiency. Furthermore, UKF surpasses EKF in convergence rate and consistency.
Keywords :
Kalman filters; OFDM modulation; error statistics; interference suppression; mobile radio; nonlinear filters; BER performance; ICI cancellation; bit error rate; carrier frequency offset; conventional non-iterative methods; extended Kalman filter; high-mobility OFDM system; intercarrier interference; unscented Kalman filter; Bit error rate; Convergence; Doppler effect; Estimation; Kalman filters; Multimedia communication; OFDM;
Conference_Titel :
Vehicular Technology Conference (VTC Spring), 2011 IEEE 73rd
Conference_Location :
Budapest
Print_ISBN :
978-1-4244-8332-7
DOI :
10.1109/VETECS.2011.5956315