Title :
Blind channel estimation using fractional sampling
Author :
Yatawatta, Sarod ; Petropulu, Athina P. ; Dattani, Riddhi
Author_Institution :
Dept. of Electr. & Comput. Eng., Drexel Univ., Philadelphia, PA, USA
fDate :
3/1/2004 12:00:00 AM
Abstract :
We consider the problem of blind estimation of a communication channel based on the oversampled channel output. We propose a nonparametric approach that, based on the cyclic spectrum of the output, finds the channel phase response without neither the need of phase unwrapping nor channel length information. For band-limited channels, the cyclic spectrum has limited support. For this case, we propose an approximation for the discretized phase of the cyclic spectrum that, under certain conditions, results in a simpler channel estimation method. The proposed approach is applied to simulated data and real recordings and is compared to existing methods.
Keywords :
channel estimation; frequency-domain analysis; signal sampling; band-limited channels; blind channel estimation; communication channel; cyclic spectrum; fractional sampling; nonparametric approach; Bandwidth; Blind equalizers; Channel estimation; Communication channels; Costs; Frequency domain analysis; Helium; Higher order statistics; Intersymbol interference; Sampling methods;
Journal_Title :
Vehicular Technology, IEEE Transactions on
DOI :
10.1109/TVT.2004.823551