Time-varying phase noise and channel estimation in MIMO systems

Performance of high speed communication systems is negatively affected by oscillator phase noise (PN). In this paper joint estimation of channel gains and Wiener PN in multi-input multi-output (MIMO) systems is analyzed. The signal model for the estimation problem is outlined in detail. In order to reduce overhead, a low complexity data-aided least-squares (LS) estimator for jointly obtaining the channel gains and PN parameters is derived. In order to track PN processes over a frame, a new decision-directed extended Kalman filter (EKF) is proposed. Numerical results show that the proposed LS and EKF based PN estimator performances are close to the CRLB and simulation results indicate that by employing the proposed estimators the bit-error rate (BER) performance of a MIMO system can be significantly improved in the presence of PN.

[1]  Emre Telatar,et al.  Capacity of Multi-antenna Gaussian Channels , 1999, Eur. Trans. Telecommun..

[2]  Luciano Tomba,et al.  On the effect of Wiener phase noise in OFDM systems , 1998, IEEE Trans. Commun..

[3]  Heinrich Meyr,et al.  Phase noise estimation via adapted interpolation , 2001, GLOBECOM'01. IEEE Global Telecommunications Conference (Cat. No.01CH37270).

[4]  George K. Karagiannidis,et al.  Joint Estimation of Channel and Oscillator Phase Noise in MIMO Systems , 2012, IEEE Transactions on Signal Processing.

[5]  J. Barbot,et al.  Analytic and Asymptotic Analysis of Bayesian CramÉr–Rao Bound for Dynamical Phase Offset Estimation , 2008, IEEE Transactions on Signal Processing.

[6]  Yu Wang,et al.  Phase Noise Estimation and Suppression for Single Carrier SDMA Uplink , 2010, 2010 IEEE Wireless Communication and Networking Conference.

[7]  Pål Orten,et al.  Design of capacity-optimal high-rank line-of-sight MIMO channels , 2007 .

[8]  Robert W. Heath,et al.  Is the PHY layer dead? , 2011, IEEE Communications Magazine.

[9]  Gerd Ascheid,et al.  Improving MIMO phase noise estimation by exploiting spatial correlations , 2005, Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005..

[10]  Peter F. M. Smulders,et al.  On the influence of phase noise induced ICI in MIMO OFDM systems , 2005, IEEE Communications Letters.

[11]  Hani Mehrpouyan,et al.  On models, bounds, and estimation algorithms for time-varying phase noise , 2011, 2011 5th International Conference on Signal Processing and Communication Systems (ICSPCS).

[12]  Ville Ranki,et al.  Phase Noise in Beamforming , 2010, IEEE Transactions on Wireless Communications.

[13]  A. Hajimiri,et al.  Jitter and phase noise in ring oscillators , 1999, IEEE J. Solid State Circuits.

[14]  Jonathan Wells,et al.  Multi-Gigabit Microwave and Millimeter-Wave Wireless Communications , 2010 .

[15]  Heinrich Meyr,et al.  Digital communication receivers - synchronization, channel estimation, and signal processing , 1997, Wiley series in telecommunications and signal processing.