White and Color Noise Cancellation using Adaptive Feedback Cross-Coupled Line Enhancer Filter

In this paper, a new method for white and color noise cancellation is presented. The proposed method consists of two adaptive FIR filters, where the output of each filter is feedback to the input of the other filter to form an adaptive feedback cross-coupled filter. The step-size parameter of each FIR filters is variable and based on power normalization techniques. The power normalization step is greatly improve the performance of the proposed filter and gives extra output SNR improvements compared to the existing methods. Illustrative examples are given in this paper to show the performance of the proposed method in removing white, color, or both white and color noises at very different input signal to noise ratios (SNRs).

[1]  M. Sambur,et al.  Adaptive noise canceling for speech signals , 1978 .

[2]  Ersoy Kelebekler,et al.  White and Color Noise Cancellation of Speech Signal by Adaptive Filtering and Soft Computing Algorithms , 2006, Australian Conference on Artificial Intelligence.

[3]  B. Widrow,et al.  Adaptive noise cancelling: Principles and applications , 1975 .

[4]  Jae Chon Lee,et al.  Performance of transform-domain LMS adaptive digital filters , 1986, IEEE Trans. Acoust. Speech Signal Process..

[5]  Volume Assp,et al.  ACOUSTICS. SPEECH. AND SIGNAL PROCESSING , 1983 .

[6]  S. Haykin,et al.  Adaptive Filter Theory , 1986 .

[7]  W. K. Jenkins,et al.  The use of orthogonal transforms for improving performance of adaptive filters , 1989 .

[8]  A. A. Ammar,et al.  Reference-free adaptive interference cancellation using cross-coupled scheme , 2000, Proceedings of the Seventeenth National Radio Science Conference. 17th NRSC'2000 (IEEE Cat. No.00EX396).

[9]  G.M.A. El-Raheem,et al.  Applications of adaptive feedback line enhancer in signal and image enhancement , 2003, Proceedings of the Twentieth National Radio Science Conference (NRSC'2003) (IEEE Cat. No.03EX665).