DocumentCode
2330041
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
fYear
2011
fDate
15-18 May 2011
Firstpage
1
Lastpage
5
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Vehicular Technology Conference (VTC Spring), 2011 IEEE 73rd
Conference_Location
Budapest
ISSN
1550-2252
Print_ISBN
978-1-4244-8332-7
Type
conf
DOI
10.1109/VETECS.2011.5956315
Filename
5956315
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