Active Noise Control Using Wavelet Transform Domain Least Mean Square

웨이블릿 변환역 최소평균자승법을 이용한 능동 소음 제어

  • 김도형 (한국과학기술원 기계공학과) ;
  • 박영진 (한국과학기술원 기계공학과)
  • Published : 2000.06.22

Abstract

This paper describes Active Noise Control (ANC) using Discrete Wavelet Transform (DWT) Domain Least Mean Square (LMS) Method. DWT-LMS is one of the transform domain input decorrelation LMS and improves the convergence speed of adaptive filter especially when the input signal is highly correlated. Conventional transform domain LMS's use Discrete Cosine Transform (DCT) because it offers linear band signal decomposition and fast transform algorithm. Wavelet transform can project the input signal into the several octave band subspace and offers more efficient sliding fast transform algorithm. In this paper, we propose Wavelet transform domain LMS algorithm and shows its performance is similar to DCT LMS in some cases using ANC simulation.

Keywords