Title :
Blind adaptive analog nonlinear filters for noise mitigation in powerline communication systems
Author :
Nikitin, Alexei V. ; Scutti, Dale ; Natarajan, Balasubramaniam ; Davidchack, Ruslan L.
Author_Institution :
Avatekh Inc., Lawrence, KS, USA
fDate :
March 29 2015-April 1 2015
Abstract :
It has been shown that the performance of power line communication (PLC) systems can be severely limited by non-Gaussian and, in particular, impulsive interference from a variety of sources. The non-Gaussian nature of this interference provides an opportunity for its effective mitigation by nonlinear filtering. In this paper, we introduce blind adaptive analog nonlinear filters, referred to as Adaptive Nonlinear Differential Limiters (ANDLs), that are characterized by several methodological distinctions from the existing digital solutions. When ANDLs are incorporated into a communications receiver, these methodological differences can translate into significant practical advantages, improving the receiver performance in the presence of non-Gaussian interference. A Nonlinear Differential Limiter (NDL) is obtained from a linear analog filter by introducing an appropriately chosen feedback-based nonlinearity into the response of the filter, and the degree of nonlinearity is controlled by a single parameter. ANDLs are similarly controlled by a single parameter, and are suitable for improving quality of non-stationary signals under time-varying noise conditions. ANDLs are designed to be fully compatible with existing linear devices and systems (i.e., ANDLs´ behavior is linear in the absence of impulsive interference), and to be used as an enhancement, or as a simple low-cost alternative, to the state-of-art interference mitigation methods. We provide an introduction to the NDLs and illustrate their potential use for noise mitigation in PLC systems.
Keywords :
adaptive filters; carrier transmission on power lines; impulse noise; nonlinear filters; time-varying filters; adaptive nonlinear differential limiters; blind adaptive analog nonlinear filters; impulsive interference; linear analog filter; noise mitigation; powerline communication systems; time-varying noise conditions; Interference; Noise measurement; Passband; Receivers; Signal resolution; Signal to noise ratio; Analog nonlinear filters; cyclostationary noise; impulsive noise; non-Gaussian noise; nonlinear differential limiter (NDL); powerline communications (PLC);
Conference_Titel :
Power Line Communications and its Applications (ISPLC), 2015 International Symposium on
Conference_Location :
Austin, TX
DOI :
10.1109/ISPLC.2015.7147580