IEEE Transactions on Consumer Electronics · 1998 · 605 citations · 11 references
EngineeringElectrical EngineeringDigital CommunicationInformation TheoryWireless CommunicationsChannel EstimationDigital Signal ProcessingInterference ManagementSignal ProcessingWireless Channel ModelingChannel Estimation For Fading ChannelsChannel InterpolationFrequency-selective FadingInter-symbol InterferencePiecewise Polynomial InterpolationPilot-aided Channel EstimationPolynomial InterpolationSingular Value Decomposition
The channel estimation methods for OFDM systems based on a comb-type pilot sub-carrier arrangement are investigated. The channel estimation algorithm based on comb-type pilots is divided into pilot signal estimation and channel interpolation. The pilot signal estimation based on LS or MMSE criteria, together with channel interpolation based on piecewise-linear interpolation or piecewise second-order polynomial interpolation is studied. Owing to the MMSE estimate of the pilot signals, the inter-carrier interference and additive white Gaussian noise are reduced considerably. The computational complexity of pilot signal estimation based on MMSE criterion can be reduced by using a simplified LMMSE estimator with low-rank approximation using singular value decomposition. Phase compensators before and after interpolation are also presented to combat the phase changes of subchannel symbols arising from the frame synchronization errors. Compared to the transform-domain processing based channel estimation algorithm the MMSE estimate of pilot signals together with phase compensated linear interpolation algorithm provides a better performance and requires less computations.
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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
A continuously variable digital delay element
C.W. Farrow · 2003 · 805 citations