DocumentCode :
1643363
Title :
Noise modeling and OFDM based receiver design in power-line communication
Author :
Guzel, Tayyar ; Ustunel, Eser ; Celebi, Hasan Basri ; Mihcak, M. Kivanc ; Delic, Hakan
Author_Institution :
TUBITAK-UEKAE, Gebze, Turkey
fYear :
2012
Firstpage :
1
Lastpage :
1
Abstract :
Electromagnetic interference, man-made noise and multi-path effects are the main causes of bit errors in power line communication (PLC). In this paper, frequency domain characteristics of the power-line noise are investigated. The noise amplitude distribution of each individual frequency in the spectrum is analyzed and a suitable noise amplitude distribution model is proposed. A soft-demodulation based receiver for the proposed noise model is derived and its performance is analyzed. In simulations, Zimmermann and Dostert´s wellknown PLC channel model is used. Correctness of the channel simulations is verified by measurements. Orthogonal Frequency Division Multiplexing (OFDM) with convolutional coding and soft-Viterbi decoding is used to evaluate the performance of the receiver under the proposed noise model in terms of the bit-error-rate (BER) for different signal-to-noise ratio values. It is shown that instead of using a Gaussian optimal receiver in an OFDM system for the whole spectrum, utilizing Generalized Gaussian Distribution based receivers with appropriate shape information for each individual subchannel significantly increases BER performance.
Keywords :
Gaussian distribution; OFDM modulation; Viterbi decoding; carrier transmission on power lines; convolutional codes; demodulation; electromagnetic interference; error statistics; frequency-domain analysis; multipath channels; radio receivers; OFDM based receiver; bit error rate; channel simulations; convolutional coding; electromagnetic interference; frequency domain characteristics; generalized Gaussian distribution; man-made noise; multipath effects; noise amplitude distribution; noise modeling; orthogonal frequency division multiplexing; power line communication; power line noise; soft demodulation; soft-Viterbi decoding; Analytical models; Bit error rate; Decoding; Gaussian distribution; Noise; OFDM; Receivers;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Innovative Smart Grid Technologies (ISGT), 2012 IEEE PES
Conference_Location :
Washington, DC
Print_ISBN :
978-1-4577-2158-8
Type :
conf
DOI :
10.1109/ISGT.2012.6175715
Filename :
6175715
Link To Document :
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