Title :
Time-Frequency Modulation Diversity to Combat Periodic Impulsive Noise in Narrowband Powerline Communications
Author :
Jing Lin ; Pande, Tarkesh ; Il Han Kim ; Batra, Anuj ; Evans, Brian L.
Author_Institution :
Wireless Networking & Commun. Group, Univ. of Texas at Austin, Austin, TX, USA
Abstract :
Non-Gaussian noise/interference severely limits communication performance of narrowband powerline communication (PLC) systems. Such noise/interference is dominated by periodic impulsive noise whose statistics varies with the AC cycle. The periodic impulsive noise statistics deviates significantly from that of additive white Gaussian noise, thereby causing dramatic performance degradation in conventional narrowband PLC systems. In this paper, we propose a robust transmission scheme and corresponding receiver methods to combat periodic impulsive noise in OFDM-based narrowband PLC. Towards that end, we propose (1) a time-frequency modulation diversity scheme at the transmitter and a diversity demodulator at the receiver to improve communication reliability without decreasing data rates; and (2) a semi-online algorithm that exploits the sparsity of the noise in the frequency domain to estimate the noise power spectrum for reliable decoding at the diversity demodulator. In the simulations, compared with a narrowband PLC system using Reed-Solomon and convolutional coding, whole-packet interleaving and DBPSK/BPSK modulation, our proposed transceiver methods achieve up to 8 dB gains in Eb/N0 with convolutional coding and a smaller-sized interleaver/deinterleaver.
Keywords :
AWGN; OFDM modulation; carrier transmission on power lines; demodulation; frequency modulation; impulse noise; statistics; telecommunication network reliability; time-frequency analysis; DBPSK-BPSK modulation; OFDM; Reed-Solomon coding; additive white Gaussian noise; combat periodic impulsive noise; communication reliability; convolutional coding; decoding; diversity demodulator; frequency domain analysis; narrowband PLC system; narrowband powerline communication system; noise power spectrum estimation; nonGaussian noise-interference; periodic impulsive noise statistics; receiver; robust transmission scheme; semionline algorithm; smaller-sized interleaver-deinterleaver; time-frequency modulation diversity scheme; transmitter; whole-packet interleaving; Modulation; Narrowband; Noise; OFDM; Receivers; Time-frequency analysis; Transmitters; Periodic impulsive noise; modulation diversity; narrowband powerline communications; sparse Bayesian learning;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2015.2411601