DocumentCode
2241731
Title
Joint Carrier Frequency Offset and fast time-varying channel estimation for MIMO-OFDM systems
Author
Simon, Eric Pierre ; Hijazi, Hussein ; Ros, Laurent
Author_Institution
IEMN/TELICE Lab., Univ. of Lille, Lille, France
fYear
2010
fDate
21-23 July 2010
Firstpage
167
Lastpage
172
Abstract
In this paper, a novel pilot-aided iterative algorithm is developed for MIMO-OFDM systems operating in fast time-varying environment. An L-path channel model with known path delays is considered to jointly estimate the multi-path Rayleigh channel complex gains and Carrier Frequency Offset (CFO). Each complex gain time-variation within one OFDM symbol is approximated by a Basis Expansion Model (BEM) representation. An auto-regressive (AR) model is built for the parameters to be estimated. The algorithm performs recursive estimation using Extended Kalman Filtering. Hence, the channel matrix is easily computed and the data symbol is estimated with free inter-sub-carrier-interference (ICI) when the channel matrix is QR-decomposed. It is shown that only one iteration is sufficient to approach the performance of the ideal case for which the knowledge of the channel response and CFO is available.
Keywords
Kalman filters; MIMO communication; Rayleigh channels; antenna arrays; autoregressive processes; channel estimation; intercarrier interference; iterative methods; multipath channels; time-varying channels; L-path channel model; MIMO-OFDM system; autoregressive model; basis expansion model representation; carrier frequency offset; channel matrix; extended Kalman filtering; fast time-varying channel estimation; inter-sub-carrier-interference; multipath Rayleigh channel complex gain; multiple-input-multiple-output antenna; orthogonal frequency division multiplexing; path delay; pilot-aided iterative algorithm; Channel estimation; Covariance matrix; Delay; Equations; Estimation; Mathematical model; OFDM;
fLanguage
English
Publisher
ieee
Conference_Titel
Communication Systems Networks and Digital Signal Processing (CSNDSP), 2010 7th International Symposium on
Conference_Location
Newcastle upon Tyne
Print_ISBN
978-1-4244-8858-2
Electronic_ISBN
978-1-86135-369-6
Type
conf
Filename
5580437
Link To Document