Title :
A Time-Domain Model of Background Noise for In-Home MIMO PLC Networks
Author :
Hashmat, Rehan ; Pagani, Pascal ; Chonavel, Thierry ; Zeddam, Ahmed
Abstract :
Multiple-input multiple-output techniques have recently become an important research field for enhancing the performance of in-home power-line communication (PLC) systems by exploiting the additional protective earth wire. The development of such systems requires an accurate description of the channel noise. In this paper, we have presented a model for PLC background noise based on an extensive set of measurements. We have adopted the framework of the multivariate time series to model the PLC background noise. This paper employs the vector autoregressive modeling technique to extract noise model parameters from the measured noise. We have verified the accuracy of the noise model by comparing time- and frequency-domain correlation of measured and modeled noise.
Keywords :
MIMO communication; autoregressive processes; carrier transmission on power lines; correlation methods; frequency-domain analysis; noise measurement; time series; time-domain analysis; wireless channels; PLC background noise; PLC system; channel noise; frequency-domain correlation; in-home MIMO PLC network; in-home power-line communication system; measured noise; multiple-input multiple-output technique; multivariate time series; noise model parameter; protective earth wire; time-domain correlation; time-domain model; vector autoregressive modeling; MIMO; Noise measurement; Power transmission lines; Time domain analysis; Time measurement; Vectors; Background noise model; multiple input mutiple output (MIMO); multivariate analysis; power-line communications (PLC); vector autoregressive model;
Journal_Title :
Power Delivery, IEEE Transactions on
DOI :
10.1109/TPWRD.2012.2207744