DocumentCode
3480714
Title
Blind estimation of band limited channels: a low complexity approach
Author
Yatawatta, Sarod ; Petropulu, Athina P. ; Dattani, Riddhi
Author_Institution
Dept. of Electr. & Comput. Eng., Drexel Univ., Philadelphia, PA, USA
Volume
6
fYear
2003
fDate
6-10 April 2003
Abstract
We consider the problem of blind estimation of a band-limited channel excited by a cyclostationary input. We propose a channel estimation method that, like several existing ones, exploits the relationship between the channel frequency response and the cyclic spectrum. However, the novelty here is an approximation made for the discretized phase of the cyclic spectrum, which, under certain conditions, results in a significant simplification of the aforementioned relationship. The result is a channel estimation method with complexity equal to that of an IDFT. The proposed approach is applied to simulated data, and real recordings obtained at our wireless communications testbed, and is compared to existing methods.
Keywords
bandlimited communication; channel estimation; discrete Fourier transforms; frequency response; spectral analysis; IDFT; band limited channels; blind estimation; channel estimation; channel frequency response; complexity; cyclic spectrum; cyclostationary input; low complexity approach; wireless communications testbed; Autocorrelation; Bandwidth; Blind equalizers; Channel estimation; Filters; Frequency domain analysis; Frequency estimation; Frequency response; Higher order statistics; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
ISSN
1520-6149
Print_ISBN
0-7803-7663-3
Type
conf
DOI
10.1109/ICASSP.2003.1201676
Filename
1201676
Link To Document