DocumentCode
3222231
Title
Time-varying phase noise and channel estimation in MIMO systems
Author
Mehrpouyan, Hani ; Nasir, Ali A. ; Eriksson, Thomas ; Blostein, Steven D. ; Karagiannidis, George K. ; Svensson, Tommy
Author_Institution
Dept. of S2, Chalmers Univ. of Technol., Gothenburg, Sweden
fYear
2012
fDate
17-20 June 2012
Firstpage
560
Lastpage
564
Abstract
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.
Keywords
Kalman filters; MIMO communication; channel estimation; error statistics; least squares approximations; phase noise; radiofrequency oscillators; time-varying channels; BER performance; CRLB; EKF; LS estimator; MIMO systems; PN parameters; Wiener PN; bit-error rate; channel gain; extended Kalman filter; high speed communication system; low complexity data-aided least-squares estimator; multi-input multi-output systems; oscillator phase noise; overhead reduction; signal model; time-varying channel estimation; time-varying phase noise estimation; Channel estimation; Estimation; MIMO; Phase noise; Receiving antennas; Signal to noise ratio; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Advances in Wireless Communications (SPAWC), 2012 IEEE 13th International Workshop on
Conference_Location
Cesme
ISSN
1948-3244
Print_ISBN
978-1-4673-0970-7
Type
conf
DOI
10.1109/SPAWC.2012.6292972
Filename
6292972
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