Abstract-Robust detection algorithms capable of mitigating the effects of colored noise are of primary interest in communication systems operating on power line channels. In this paper, we present a sequence detection scheme based on linear prediction to be applied to single carrier power line communication impaired by colored Gaussian noise. The proposed solution improves the Bit Error Rate (BER) performance with respect to a conventional state-of-the-art system and makes the receiver more robust against colored noise. As a case study, we investigate the performance of the proposed receiver in a high-voltage power line channel limited by corona noise. For narrowband applications in power lines, single carrier modulations may be adopted for their simplicity, based on quadrature amplitude modulation (QAM) or other modulation formats. However, in broadband applications strong colored noise sources can severely limit the performance of single carrier systems and demand for adequate signal processing schemes.
I. INTRODUCTIONIn this paper, we propose a single carrier PLC scheme based on linear prediction and multidimensional coding, which exhibits good improvements, in terms of bit error rate (BER) performance, with respect to a state-of-the-art industrial solution. The linear predictive approach is a valuable and general technique that can be used every time a communication system has to cope with colored noise [7], provided that a correct statistical information on the noise is available at the receiver. First, we will introduce the linear predictive detection scheme considering a general model for the colored noise process.