TY - JOUR
T1 - Blind channel estimation using fractional sampling
AU - Yatawatta, Sarod
AU - Petropulu, Athina P.
AU - Dattani, Riddhi
N1 - Funding Information:
Manuscript received February 14, 2003; revised July 28, 2003 and November 4, 2003. This work was supported by the Office of Naval Research under Grant ONR-N00014-20-1-0137. The authors are with the Department of Electrical and Computer Engineering, Drexel University, Philadelphia, PA 19104 USA (e-mail: [email protected]). Digital Object Identifier 10.1109/TVT.2004.823551
PY - 2004/3
Y1 - 2004/3
N2 - 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.
AB - 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.
KW - Band-limited channel
KW - Blind channel estimation
KW - Cyclic spectrum
KW - Cyclostationary inputs
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U2 - 10.1109/TVT.2004.823551
DO - 10.1109/TVT.2004.823551
M3 - Article
AN - SCOPUS:1942517928
SN - 0018-9545
VL - 53
SP - 363
EP - 371
JO - IEEE Transactions on Vehicular Technology
JF - IEEE Transactions on Vehicular Technology
IS - 2
ER -