2004 · 36 citations · 7 references
EngineeringCommunicationElectrical EngineeringDigital CommunicationInformation TheoryWireless CommunicationsChannel CodingChannel EstimationChannel Performance AnalysisDigital Signal ProcessingWireless Channel ModelingAliasingAliasing ErrorChannel Estimation For Fading ChannelsDiscrete Fourier TransformFourier TransformMultipath FadingPerformance DegradationPilot-aided Channel Estimation
In this paper, based on the property of channel frequency response and the concept of interpolation in transform domain, we propose two discrete cosine transform (DCT)-based pilot-symbol-aided channel estimators, which can mitigate the aliasing error and high-frequency distortion of the direct discrete Fourier transform (DFT)-based channel estimators when the multipath fading channels have non-sample-spaced path delays. Both proposed estimators outperform the conventional DFT-based channel estimators. Of these two DCT-based estimators, one has its performance close to MMSE estimator, while the other one has the advantage of easy implementation with a little performance degradation. Furthermore, in implementation, the DCT-based estimators have the advantages of utilizing mature fast DCT algorithms and architectures, which is favorable to matrix-based channel estimators.
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On channel estimation in OFDM systems
Jaap van de Beek, Ove Edfors, Magnus Sandell et al. · 2002 · 1.6K citations · Full text
OFDM channel estimation by singular value decomposition
Ove Edfors, Magnus Sandell, Jaap van de Beek et al. · IEEE Transactions on Communications · 1998 · 1.5K citations · Full text