DocumentCode
1161384
Title
Effects of frequency separation in periodic active noise control systems
Author
Kuo, Sen M. ; Puvvala, Ajay B.
Author_Institution
Dept. of Electr. Eng., Northern Illinois Univ., DeKalb, IL
Volume
14
Issue
5
fYear
2006
Firstpage
1857
Lastpage
1866
Abstract
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
Keywords
active noise control; adaptive filters; feedforward; filtering theory; mathematical analysis; source separation; adaptive filters; closely-spaced harmonics; composite reference signals; computer simulations; direct-parallel-form controller; frequency separation; mathematical analysis; narrowband feedforward system; periodic active noise control system; Active noise reduction; Adaptive filters; Computer simulation; Control systems; Convergence; Frequency; Mathematical analysis; Narrowband; Power harmonic filters; Signal analysis; Active noise control; convergence analysis; eigenvalue spread; filtered-X LMS algorithm; frequency separation;
fLanguage
English
Journal_Title
Audio, Speech, and Language Processing, IEEE Transactions on
Publisher
ieee
ISSN
1558-7916
Type
jour
DOI
10.1109/TSA.2005.858524
Filename
1678003
Link To Document