Joint Time-Domain Tracking of Channel and Frequency Offsets for MIMO OFDM Systems |
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Authors: | Timo Roman Mihai Enescu Visa Koivunen |
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Affiliation: | (1) Signal Processing Laboratory, Helsinki University of Technology, P.O. Box 3000, FIN-02015 HUT, Finland |
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Abstract: | In this paper we address the problem of joint channel and frequency offset estimation and tracking in multiple-input multiple-output (MIMO) OFDM systems for mobile users. The proposed method stems from extended Kalman filtering and is suitable for time-frequency-space selective channels. Separate offset for each MIMO channel branch is considered because of the mobility and rich scattering. The channel taps and the frequency offsets are estimated in time-domain while the equalization is performed in frequency domain. Simulation results demonstrate that the proposed method tracks time-varying channels and frequency offsets with high fidelity. Realistic channel models are used in mobile scenarios. The proposed time-domain approach has improved performance and robustness in comparison to purely frequency domain processing. Computational complexity is lower as well. |
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Keywords: | MIMO OFDM channel estimation frequency offset time-varying systems extended Kalman filtering |
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