Title :
Bottom-Up Statistical PLC Channel Modeling—Part II: Inferring the Statistics
Author :
Tonello, Andrea M. ; Versolatto, Fabio
Author_Institution :
Dipt. di Ing. Elettr., Gestionale e Meccanica, Univ. di Udine, Udine, Italy
Abstract :
We investigate the statistical behavior of power-line communication (PLC) channels. It is inferred from the results obtained with a statistical bottom-up channel simulator (described in Part I of this paper) that uses an in-home topology model derived from the observation of wiring practices and norms. It computes channel transfer functions via the application of transmission-line theory. The comprehensive study includes the analysis of the statistics of the path-loss profile, the average channel gain, the root-mean-square delay spread, and the channel capacity. We highlight the dependency on topological information as the network layout area, the intensity of outlets, the backbone length, etc. We furthermore propose a channel classification based either on average capacity or topological information (e.g., the belonging of outlets to rooms served by the same derivation box). We show that the developed channel simulator constitutes a powerful theoretical framework for the generation and analysis of statistically representative channels with a strong connection to physical reality and close match to the results obtained in the measurements campaigns.
Keywords :
carrier transmission on power lines; channel capacity; statistical analysis; wiring; average channel gain; channel simulator; channel transfer function; path loss profile; power line communication channel; root mean square delay spread; statistical PLC channel modeling; transmission line theory; Channel capacity; Channel models; Computational modeling; Delay; Power line communications; Power transmission lines; Programmable control; Statistical analysis; Statistics; Topology; Transfer functions; Transmission lines; Wiring; Channel modeling; power-line communications (PLC);
Journal_Title :
Power Delivery, IEEE Transactions on
DOI :
10.1109/TPWRD.2010.2053561