Title :
Gray encoded fixed-point LMS adaptive filter architecture for the harmonics power line interference cancelling
Author :
da Costa, Eduardo ; Almeida, S. ; Matzenauer, Monica
Author_Institution :
Polytech. Dept., Catholic Univ. of Pelotas, Pelotas, Brazil
Abstract :
This paper proposes the implementation of dedicated hardware architecture for the Least Mean Square (LMS) adaptive filtering algorithm by using Gray encoding arithmetic operators, whose main goal is to cancel the interferences in the signal of interest. In the used scheme, from a 60Hz reference signal, the algorithm is able to estimate the superior harmonics, using after these results for the cancelling of interferences related to the signal of interest. One of most widely used technique for the switching activity reduction uses signal encoding. In this work, the proposed adaptive filtering architecture uses a Hybrid encoding in its data buses, which is a compromise between the minimal input dependency presented by the Binary encoding and the low switching characteristic of the Gray encoding. The main results showed that the Hybrid multipliers are more efficient than the Binary ones, by presenting less power consumption in some cases. Moreover, the implemented adaptive filtering architectures were validated and compared in both Binary and Hybrid encoding. The efficiency of the implemented Hybrid filter for the cancelling of interferences was proved by reducing more power than the Binary one. By the results, we conclude that it could be practicable to implement an adaptive filtering architecture operating on Hybrid encoding.
Keywords :
Gray codes; adaptive filters; fixed point arithmetic; interference suppression; least mean squares methods; multiplying circuits; Gray encoded fixed-point LMS adaptive filter architecture; Gray encoding; LMS adaptive filtering algorithm; adaptive filtering architecture; binary encoding; data buses; dedicated hardware architecture; gray encoding arithmetic operators; harmonics power line interference cancelling; hybrid encoding; hybrid filter; hybrid multipliers; interference cancellation; least mean square adaptive filtering algorithm; reference signal; signal encoding; superior harmonics; switching activity reduction; switching characteristic; Adaptive filters; Encoding; Harmonic analysis; Hybrid power systems; Interference; Least squares approximations; Power harmonic filters; Gray encoding; LMS adaptive filter; arithmetic operators;
Conference_Titel :
Integrated Circuits and Systems Design (SBCCI), 2013 26th Symposium on
Conference_Location :
Curitiba
DOI :
10.1109/SBCCI.2013.6644877