Title :
Noise Modeling and OFDM Receiver Design in Power-Line Communication
Author :
Güzel, Tayyar ; Üstünel, Eser ; Çelebi, Hasan Basri ; Deliç, Hakan ; Mihçak, Kivanç
Author_Institution :
Nat. Res. Inst. of Electron. & Cryptology, Kocaeli, Turkey
Abstract :
Electromagnetic interference, man-made noise, and multipath effects are the main causes of bit errors in power-line communication. In this paper, it is experimentally demonstrated that the power-line noise distribution is non-Gaussian below 12 MHz, and close to Gaussian in the 12-50 MHz range. The noise-amplitude distribution of each individual frequency in the spectrum is analyzed and the generalized Gaussian distribution (GGD) is introduced as a suitable noise model across the spectrum. Orthogonal frequency-division multiplexing (OFDM) with convolutional coding and soft-Viterbi decoding is adopted to design a GGD-optimal communication system. Simulations demonstrate the performance improvement offered over the Gaussian-optimal receiver. The channel simulations are verified through measurements.
Keywords :
Gaussian distribution; OFDM modulation; Viterbi decoding; carrier transmission on power lines; convolutional codes; electromagnetic interference; multipath channels; radio receivers; EMI; GGD-optimal communication system; Gaussian-optimal receiver; OFDM receiver design; channel simulations; convolutional coding; electromagnetic interference; frequency 12 MHz to 50 MHz; generalized Gaussian distribution; man-made noise; multipath effects; noise modeling; noise-amplitude distribution; orthogonal frequency-division multiplexing; power-line communication; soft-Viterbi decoding; Electromagnetic interference; Gaussian distribution; Noise; Noise measurement; OFDM; Power line communications; Generalized Gaussian distribution; power-line communication; power-line noise;
Journal_Title :
Power Delivery, IEEE Transactions on
DOI :
10.1109/TPWRD.2011.2164814