Selva, Jesus
Estimation of Time-Limited Channel Spectra From Nonuniform Samples
IEEE Transactions on Signal Processing. 2015, 63(12): 3232-3240. doi:10.1109/TSP.2015.2421479
URI: http://hdl.handle.net/10045/46910
DOI: 10.1109/TSP.2015.2421479
ISSN: 1053-587X (Print)
Abstract: 
This paper deals with the estimation of a time-invariant channel spectrum from its own nonuniform samples, assuming there is a bound on the channel’s delay spread. Except for this last assumption, this is the basic estimation problem in systems providing channel spectral samples. However, as shown in the paper, the delay spread bound leads us to view the spectrum as a band-limited signal, rather than the Fourier transform of a tapped delay line (TDL). Using this alternative model, a linear estimator is presented that approximately minimizes the expected root-mean-square (RMS) error for a deterministic channel. Its main advantage over the TDL is that it takes into account the spectrum’s smoothness (time width), thus providing a performance improvement. The proposed estimator is compared numerically with the maximum likelihood (ML) estimator based on a TDL model in pilot-assisted channel estimation (PACE) for OFDM.
Keywords:Nonuniform sampling, Channel estimation, OFDM, Maximum likelihood
IEEE
info:eu-repo/semantics/article