Title :
Analysis and design of narrowband active noise control systems
Author :
Kuo, Sen M. ; Kong, Xuan ; Chen, Shaojie ; Hao, Wenge
Author_Institution :
Dept. of Electr. Eng., Northern Illinois Univ., DeKalb, IL, USA
Abstract :
This paper presents an analysis and optimization of narrowband active noise control (ANC) systems using the filtered-X least mean-square (LMS) algorithm. First, we derive an upper bound for the eigenvalue spread of the filtered reference signal´s covariance matrix, which provides insights into the algorithm convergence speed. The amplitude of an internally generated sinusoidal reference signal is optimized as the inverse of the secondary path´s magnitude response at the corresponding frequency to improve the convergence speed. Second, we analyze the characteristic of asymmetric out-of-band overshoot. Based on the analysis result, the phase of the sinusoidal reference signal is optimized to compensate for the phase shift of the secondary path. This phase optimization leads to the minimization of the out-of-band overshoot
Keywords :
active noise control; adaptive filters; adaptive signal processing; convergence of numerical methods; covariance matrices; eigenvalues and eigenfunctions; filtering theory; least mean squares methods; optimisation; ANC systems; LMS algorithm; adaptive filter; asymmetric out-of-band overshoot; convergence speed; covariance matrix; eigenvalue spread; filtered reference signal; filtered-X least mean-square; magnitude response; narrowband active noise control systems; phase optimization; phase shift compensation; secondary path; sinusoidal reference signal amplitude; systems analysis; systems design; upper bound; Active noise reduction; Algorithm design and analysis; Control systems; Convergence; Covariance matrix; Eigenvalues and eigenfunctions; Least squares approximation; Narrowband; Signal generators; Upper bound;
Conference_Titel :
Acoustics, Speech and Signal Processing, 1998. Proceedings of the 1998 IEEE International Conference on
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-4428-6
DOI :
10.1109/ICASSP.1998.679642