Low-complexity Kalman filter-based carrier frequency offset estimation and tracking for OFDM systems

In this paper, an iterative blind estimator for fractional carrier frequency offset (CFO) in orthogonal frequency division multiplexing (OFDM) systems is proposed. The estimator utilizes the null subcarriers transmitted at the edge of the spectrum and does not require any training. In addition, the proposed estimator does not require any prior knowledge of the frequency response of the channel. The problem is formulated using a state-space model, and an extended Kalman filter (EKF) is employed to estimate the CFO iteratively. Simulation results illustrate the enhanced ability of the proposed algorithm, relative to the existing approaches, to estimate and track the CFO even in the presence of high Doppler.

[1]  S. Kay Fundamentals of statistical signal processing: estimation theory , 1993 .

[2]  Steven Kay,et al.  Fundamentals Of Statistical Signal Processing , 2001 .

[3]  Tho Le-Ngoc,et al.  RLS-Based Joint Estimation and Tracking of Channel Response, Sampling, and Carrier Frequency Offsets for OFDM , 2009, IEEE Transactions on Broadcasting.

[4]  Yan Wu,et al.  On the Optimality of the Null Subcarrier Placement for Blind Carrier Offset Estimation in OFDM Systems , 2009, IEEE Transactions on Vehicular Technology.

[5]  M. Enescu,et al.  Joint time-domain tracking of channel and frequency offset for OFDM systems , 2003, 2003 4th IEEE Workshop on Signal Processing Advances in Wireless Communications - SPAWC 2003 (IEEE Cat. No.03EX689).

[6]  R. O. Schmidt,et al.  Multiple emitter location and signal Parameter estimation , 1986 .

[7]  Marc Moeneclaey,et al.  BER sensitivity of OFDM systems to carrier frequency offset and Wiener phase noise , 1995, IEEE Trans. Commun..

[8]  Michael D. Zoltowski,et al.  OFDM blind carrier offset estimation: ESPRIT , 2000, IEEE Trans. Commun..

[9]  Eric Pierre Simon,et al.  Joint Carrier Frequency Offset and Fast Time-Varying Channel Estimation for MIMO-OFDM Systems , 2010, IEEE Transactions on Vehicular Technology.

[10]  Sergio Barbarossa,et al.  Channel-independent synchronization of orthogonal frequency division multiple access systems , 2002, IEEE J. Sel. Areas Commun..

[11]  Thomas Kailath,et al.  ESPRIT-A subspace rotation approach to estimation of parameters of cisoids in noise , 1986, IEEE Trans. Acoust. Speech Signal Process..

[12]  Per Ola Börjesson,et al.  ML estimation of time and frequency offset in OFDM systems , 1997, IEEE Trans. Signal Process..

[13]  Hui Liu,et al.  A high efficiency carrier estimator for OFDM communications , 1998, Conference Record of the Thirty-First Asilomar Conference on Signals, Systems and Computers (Cat. No.97CB36136).

[14]  Eric Pierre Simon,et al.  Joint CFO and channel acquisition and tracking based on parametric channel modeling for OFDM systems in the presence of high mobility , 2011, 2011 11th International Conference on ITS Telecommunications.