Title
An Unscented Kalman Filter for ICI Cancellation in High-Mobility OFDM System
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.
Year
DOI
Venue
2011
10.1109/VETECS.2011.5956315
VTC Spring
Keywords
Field
DocType
ekf,unscented kalman filter,bit error rate,conventional non-iterative methods,kalman filters,ofdm modulation,self-cancellation(sc),mobile radio,high-mobility ofdm system,carrier frequency offset,ukf,ber performance,intercarrier interference,interference suppression,extended kalman filter,error statistics,ici,ofdm,ici cancellation,nonlinear filters,convergence,doppler effect,estimation,kalman filter
Extended Kalman filter,Control theory,Computer science,Carrier frequency offset,Frequency offset,Kalman filter,Electronic engineering,Rate of convergence,Interference (wave propagation),Orthogonal frequency-division multiplexing,Bit error rate
Conference
Volume
Issue
ISSN
null
null
1550-2252
ISBN
Citations 
PageRank 
978-1-4244-8332-7
1
0.35
References 
Authors
3
4
Name
Order
Citations
PageRank
Xinming Zhang117921.95
Bo Yang26713.56
Shan Li3194.97
Aidong Men412038.69