Effects of frequency separation in periodic active noise control systems

被引:23
作者
Kuo, Sen M. [1 ]
Puvvala, Ajay B. [1 ]
机构
[1] No Illinois Univ, Dept Elect Engn, Ctr Acoust & Vibrat, De Kalb, IL 60115 USA
来源
IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING | 2006年 / 14卷 / 05期
关键词
active noise control; convergence analysis; eigenvalue spread; filtered-X LMS algorithm; frequency separation;
D O I
10.1109/TSA.2005.858524
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
In many practical active noise control (ANC) applications, the primary noise contains multiple closely-spaced harmonics. A narrow-band feedforward ANC system consists of an adaptive filter excited by a composite reference signal, which is the sum of multiple sinusoids corresponding to the harmonic frequencies of the primary noise. This paper analyzes and shows that the convergence of this direct-form controller is dependent on the frequency separation between two adjacent sinusoids in the reference signal. The analysis also proves that the length of the adaptive filter required for achieving the same convergence speed decreases with an increase in frequency separation. This paper also performs mathematical analysis of the direct/parallel-form controller, which significantly improves the convergence speed and reduces filter length by increasing the frequency separation in the individual reference signal for each adaptive filter. Computer simulations are conducted to verify the analysis presented in the paper.
引用
收藏
页码:1857 / 1866
页数:10
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