DocumentCode :
656740
Title :
Pilot based channel estimation and transform domain analysis in broadband PLC for Smart Grid
Author :
Tunc, Muharrem A. ; Perrins, Erik
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Univ. of Kansas, Lawrence, KS, USA
fYear :
2013
fDate :
21-24 Oct. 2013
Firstpage :
283
Lastpage :
288
Abstract :
In this work, we investigate pilot based channel estimation for broadband (BB) power line communications (PLC). First, we explore incline-type pilot arrangement compared to block-type and comb-type arrangements to reduce interpolation error. We utilize least squares (LS) and linear minimum mean square error (LMMSE) estimators with linear or cubic interpolation to evaluate the performance of different pilot arrangements. Next, we propose a transform domain (TD) approach to cope with the changes in the channel estimates in the presence of power line impulsive noise. We demonstrate that the effect of a change in the channel response and impulsive noise are different in the TD. Our results indicate that incline-type pilot arrangement can be useful to reduce interpolation error for BB PLC channels, and the TD approach can help clearly identify the changes in the channel estimates due to changes in the channel response or the power line impulsive noise.
Keywords :
carrier transmission on power lines; channel estimation; interpolation; least mean squares methods; smart power grids; LMMSE estimator; block type arrangement; broadband PLC; broadband power line communication; channel response; comb type arrangement; cubic interpolation; incline type pilot arrangement; interpolation error; least squares error estimator; linear interpolation; linear minimum mean square error estimator; pilot based channel estimation; power line impulsive noise; smart grid; transform domain analysis; Attenuation; Channel estimation; Interpolation; Noise; OFDM; Receivers; Smart grids;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Smart Grid Communications (SmartGridComm), 2013 IEEE International Conference on
Conference_Location :
Vancouver, BC
Type :
conf
DOI :
10.1109/SmartGridComm.2013.6687971
Filename :
6687971
Link To Document :
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