DocumentCode
1887564
Title
Application of wavelet for improvement of rate-reach performance in ADSL interference environment
Author
Ravishankar, S. ; Uma, B.V. ; Shreeprasad, M.
Author_Institution
R.V. Coll. of Eng, Bangalore
fYear
2008
fDate
10-12 Nov. 2008
Firstpage
565
Lastpage
568
Abstract
This paper discusses the cancellation of near end crosstalk (NEXT) and far end crosstalk (FEXT) using a non-parametric wavelet denoising technique. Crosstalk noise is estimated using heuristic Steinpsilas unbiased risk estimate (SURE) and Bayesian risk minimization threshold function. The noise level estimated by a threshold function is used by thresholding rules to mitigate the effect of noise in the signal. A comparison of rates achieved with three thresholding techniques viz; soft thresholds, hard thresholds and a garrote threshold have been presented. Results obtained with AWGN, 24 ADSL NEXT and 24 ADSL FEXT disturbers show a significant improvement in rate reach performance upwards of 4 Mbps. The computational complexity in the wavelet denoising technique is independent of the number of crosstalk sources and hence can be suitable candidate for a practical deployment of mitigation of cross talk.
Keywords
AWGN; Bayes methods; crosstalk; digital subscriber lines; interference suppression; risk analysis; signal denoising; wavelet transforms; ADSL interference; AWGN; Bayesian risk minimization threshold function; SURE; asymmetric digital subscriber line; computational complexity; far end crosstalk cancellation; heuristic Stein unbiased risk estimation; near end crosstalk cancellation; noise estimation; nonparametric wavelet denoising technique; AWGN; Additive white noise; Bayesian methods; Computational complexity; Crosstalk; Gaussian noise; Interference; Noise level; Noise reduction; Risk management; Crosstalk; Denoising; Threshold; Wavelet;
fLanguage
English
Publisher
ieee
Conference_Titel
Communication Technology, 2008. ICCT 2008. 11th IEEE International Conference on
Conference_Location
Hangzhou
Print_ISBN
978-1-4244-2250-0
Electronic_ISBN
978-1-4244-2251-7
Type
conf
DOI
10.1109/ICCT.2008.4716124
Filename
4716124
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