Title :
Maximum likelihood decoding of QPSK signal in power line communications over Nakagami-m additive noise
Author :
Mathur, Aashish ; Bhatnagar, Manav R. ; Panigrahi, Bijaya K.
Author_Institution :
Dept. of Electr. Eng., Indian Inst. of Technol., New Delhi, New Delhi, India
fDate :
March 29 2015-April 1 2015
Abstract :
Power line communications is the use of power lines for the dual purpose of power transmission and data transmission. It is an emerging field of communication for the home area network of smart grid. Power line noise, namely background noise and impulsive noise, significantly affects the performance of power line communication systems. In this paper, we derive the condition for optimum detection of quadrature phase shift keying signals over Nakagami-m distributed additive background noise in power line communication system. The probability density function and the cumulative distribution function of the decision variables for the real part and imaginary part of the background noise are derived. We use the copula approach to model the dependence among the decision variables. The analytical average symbol error rate and average bit error rate of the PLC system is numerically computed. Simulations suggest that the proposed receiver performs significantly better than the existing suboptimal receiver.
Keywords :
Nakagami channels; carrier transmission on power lines; data communication; error statistics; impulse noise; maximum likelihood decoding; quadrature phase shift keying; radio receivers; signal detection; statistical distributions; Nakagami-m distributed additive background noise; PLC system receiver; average bit error rate; average symbol error rate; copula approach; cumulative distribution function; data transmission; impulsive noise; power line communication system; power line noise; power transmission; probability density function; quadrature phase shift keying signal optimum detection; smart grid home area network; Bit error rate; Detectors; Noise; Noise measurement; Phase shift keying; Power line communications; Receivers; Background noise; Nakagami-m distribution; bit error rate; comonotonicity; copula; power line communications;
Conference_Titel :
Power Line Communications and its Applications (ISPLC), 2015 International Symposium on
Conference_Location :
Austin, TX
DOI :
10.1109/ISPLC.2015.7147581