Title :
Narrowband PLC channel modeling using USRP and PSK modulations
Author :
Familua, A.D. ; Ogunyanda, K. ; Swart, T.G. ; Ferreira, H.C. ; Van Olst, Rex ; Cheng, Lin
Author_Institution :
Sch. of Electr. & Inf. Eng., Univ. of the Witwatersrand, Johannesburg, South Africa
fDate :
March 30 2014-April 2 2014
Abstract :
The indoor narrowband power line communication (NB-PLC) suffers from noise impairments, which emanate from several end-user electrical devices connected across the PLC channel. These noise impairments result into burst errors, which consequently lead to data corruption. Therefore, in order to implement robust communication techniques that will thrive on the noisy PLC channel, a full knowledge and modeling of the noise that exists on the NB-PLC channel is inevitable. This paper thus reports a First-order Markov modeling of NB-PLC channel noise, based on experimental measurements. For the modeling, BPSK, DBPSK, QPSK and DQPSK modulation schemes were implemented using Universal Software Radio Peripheral (USRP). The resulting channel models are useful for improving the robustness of the above modulation schemes as well as designing forward error correction techniques for mitigating the effect of noise impairments. The results are also useful in optimizing NB-PLC system design, thereby, enhancing the accuracy and improving the overall PLC system performance.
Keywords :
Markov processes; carrier transmission on power lines; forward error correction; quadrature phase shift keying; software radio; DBPSK; DQPSK; NB-PLC channel noise; USRP; data corruption; first-order Markov modeling; forward error correction; narrowband PLC channel modeling; narrowband power line communication; noise impairments; quadrature phase shift keying; universal software radio peripheral; Binary phase shift keying; Hardware; Hidden Markov models; Noise; Software; Baum-Welch Algorithm; CENELEC; Fritchman model; USRP; noise measurement; power line communications;
Conference_Titel :
Power Line Communications and its Applications (ISPLC), 2014 18th IEEE International Symposium on
Conference_Location :
Glasgow
DOI :
10.1109/ISPLC.2014.6812355