Title :
Improved Parallel Feedback Active noise control using linear prediction for adaptive noise decomposition
Author :
Ganguly, Anshuman ; Reddy, Chandan K. A. ; Panahi, Issa
Author_Institution :
Dept. of Electr. Eng., Univ. of Texas at Dallas, Dallas, TX, USA
Abstract :
This paper presents an improved Parallel Feedback Active noise control (PFANC) method with adaptive noise signal decomposition using NLMS based linear prediction. The proposed method is tested for several stationary periodic signals, quasi-periodic signals and non-stationary signals buried in Additive White Gaussian noise (AWGN) under different Signal to Noise Ratios (SNR). Performance improvement in terms of Noise Attenuation Levels (NAL) exceeding 40dB have been obtained and compared with previous methods. Proposed method has lower implementation cost, lower computational delay, better noise tracking capability and better NAL performance as compared to previous methods.
Keywords :
AWGN; active noise control; AWGN; PFANC method; SNR; adaptive noise decomposition; adaptive noise signal decomposition; additive white Gaussian noise; linear prediction; noise attenuation levels; nonstationary signals; parallel feedback active noise control; quasi-periodic signals; signal to noise ratios; stationary periodic signals; AWGN; Adaptive filters; Attenuation; Noise measurement; Signal resolution; Signal to noise ratio; Active Noise Control; Adaptive linear prediction; NLMS; Periodic signals; quasi-periodic signals;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
Conference_Location :
South Brisbane, QLD
DOI :
10.1109/ICASSP.2015.7178052