Time–frequency-domain filtered-x LMS algorithm for active noise control
This paper presents a time–frequency-domain filtered-x LMS (FXLMS) algorithm for active noise control (ANC) based on the short-time Fourier transform (STFT). We show that proposed algorithm has much reduced computational complexity and better convergence performance, as compared with the time-domain...
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| Published in | Journal of sound and vibration Vol. 331; no. 23; pp. 5002 - 5011 |
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| Main Authors | , |
| Format | Journal Article |
| Language | English |
| Published |
Kidlington
Elsevier Ltd
05.11.2012
Elsevier |
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| Online Access | Get full text |
| ISSN | 0022-460X 1095-8568 |
| DOI | 10.1016/j.jsv.2012.07.009 |
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| Abstract | This paper presents a time–frequency-domain filtered-x LMS (FXLMS) algorithm for active noise control (ANC) based on the short-time Fourier transform (STFT). We show that proposed algorithm has much reduced computational complexity and better convergence performance, as compared with the time-domain FXLMS algorithm. Additionally, computer simulations show that a time–frequency-domain FXLMS algorithm for ANC is effective in canceling non-stationary noise while a frequency-domain FXLMS algorithm remains inadequate at this task. |
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| AbstractList | This paper presents a time-frequency-domain filtered-x LMS (FXLMS) algorithm for active noise control (ANC) based on the short-time Fourier transform (STFT). We show that proposed algorithm has much reduced computational complexity and better convergence performance, as compared with the time-domain FXLMS algorithm. Additionally, computer simulations show that a time-frequency-domain FXLMS algorithm for ANC is effective in canceling non-stationary noise while a frequency-domain FXLMS algorithm remains inadequate at this task. |
| Author | Lee, C.-M. Tang, X.L. |
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| Cites_doi | 10.1109/TIT.2005.864419 10.1109/89.486059 10.1016/j.jsv.2008.04.029 10.1250/ast.23.84 10.1016/j.jsv.2003.05.009 10.1109/78.80879 10.1016/j.jsv.2009.07.023 10.1109/PROC.1976.10286 10.1016/S0031-3203(98)00031-4 10.1109/89.861382 10.1016/S0003-682X(98)00046-2 10.1109/89.902280 10.1016/j.fusengdes.2007.12.006 |
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| Keywords | Fourier transformation Time domain method Time frequency domain method Active system Filter Least squares method Non stationary condition Filtered x least mean squares Frequency domain method Noise control |
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| SubjectTerms | Acoustics Active noise control Algorithms Computer simulation Convergence Exact sciences and technology Fourier transforms Fundamental areas of phenomenology (including applications) Noise: its effects and control Physics Sound Tasks Vibration |
| Title | Time–frequency-domain filtered-x LMS algorithm for active noise control |
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