Title :
Implementation of a gap recorder for measuring impulsive noise error distributions in Power Line Communications using the Fritchman model
Author :
Tina, J. A Weyepe ; Snyders, A.J. ; Ferreira, H.C.
Author_Institution :
Telecommun. Res. Group, Univ. of Johannesburg, Johannesburg, South Africa
Abstract :
On the PLC channel, noise is generated by electrical loads and by radiated disturbances from the environment. In the frequency range of 9-140 KHz, it is dominated by narrowband interferences and impulsive noise. Impulsive noise is caused by on/off switching events and is different from frequently occurring periodic events. For instance, we have vacuum cleaners; hand-held drilling machines; Switch Mode Power Supply (SMPS) and heaters which are used daily in the network and introduce a lot of impulsive noise into the channel. This leads to an enormous loss in the capacity, as well as a decrease in the error rate performance. Impulsive noise can cause bit and bust errors in PLC. The bit error rate represents an important first order statistic of the data channel, but does not contain information about how the errors are distributed. In this paper, the distribution of errors at the output of a narrowband modem is investigated using gap recording. A gap recorder has been implemented for setting up a stochastic model. The Fritchman Markov model has been investigated to model the distribution of random impulsive events. Values of the model parameters were obtained by analysing the distributions of the lengths of error gaps (error free intervals). Two sets of measurements have been taken, one in an office building and the other in a residential house.
Keywords :
Markov processes; carrier transmission on power lines; error statistics; impulse noise; Fritchman Markov model; PLC channel; SMPS; bit error rate; data channel; first order statistic; frequency 9 kHz to 140 kHz; gap recorder; hand-held drilling machines; impulsive noise error distributions; narrowband interferences; on/off switching events; power line communications; stochastic model; switch mode power supply; vacuum cleaners; Buildings; Computational modeling; Coupling circuits; Impedance; Markov processes; Noise; Noise measurement; Markov model; Power Line Communication (PLC); burst error; gap; gap recording; impulsive noise;
Conference_Titel :
Power Line Communications and Its Applications (ISPLC), 2012 16th IEEE International Symposium on
Conference_Location :
Beijing
Print_ISBN :
978-1-4673-0359-0
Electronic_ISBN :
PENDING
DOI :
10.1109/ISPLC.2012.6201282