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標題: 具有相關與不相關噪音之改良的混合式主動噪音控制系統
Improved Hybrid Active Noise Control Systems With Correlated And Uncorrelated Noise
作者: 黃泉翔
Huang, Cyuan-Siang
關鍵字: 主動噪音控制;active noise control (ANC);相關噪音;不相關噪音;最佳可變步階;correlated noise;uncorrelated noise;optimal variable step size
出版社: 機械工程學系所
引用: [1] Lueg, P., "Process of Silencing Sound Oscillations", U.S. Patent, No.2043416, June 9, 1936. [2] Widrow, B., and Hoff, M. E., "Adaptive Switching Circuits", IRE WESCON Conv. Rec, part4, pp. 96-104, 1960. [3] Burgess, J. C., "Active Adaptive Sound Control in a Duct: A Computer Simulation", J. Acoust. Soc. Am., Vol. 70, pp. 715-726, 1981. [4] Kuo, S. M., and Morgan, D. R., "Active Noise Control Systems: Algorithms and DSP Implementations", 605 Third Avenue, New York, 10158-0012, 1996. [5] Elliott, S. J., "Signal Processing for Active Noise Control, London", U.K.: Academic, 2001. [6] Liao, C. W., and Lin, J. Y., "New FIR filter-based adaptive algorithm incorporating with commutation error to improve active noise control performance", Automatica, ScienceDirect, Vol. 43, pp. 325-331, 2007. [7] Kuo, S. M., and Ji, M., "Passband disturbance reduction in periodic active noise control systems", IEEE Trans, Speech Audio Process., Vol. 4, No. 2, pp. 96-103, 1996. [8] Xuam Kong, Pu Liu, and Kuo, S. M., "Multiple channel hybrid active noise control systems", Control Systems Technology, IEEE Transactions on , vol.6, no.6, pp.719-729, Nov 1998. [9] Tsuei, T. G., Srinivasa, A., and Kuo, S. M., "An Adaptive Feedback Active Noise Control System ", Proceedings of the IEEE, 249-254, 2000. [10] Sun, X., and Kuo, S. M., "Active Narrowband Noise Control Systems Using Cascading Adaptive Filters" IEEE Trans, Speech Audio Process., Vol. 15, No. 2, pp. 586-592, 2007. [11] Akhtar, M. T., and Mitsuhashi, W., "Mitigating Uncorrelated Periodic Disturbance in Narrowband Active Noise Control Systems " in Proc. EUSIPCO 2009, Aug 24-28, 2009, Glasgow, UK, pp. 155-159. [12] Akhtar, M. T., and Mitsuhashi, W., "Improving Performance of Hybrid Active Noise Control Systems for Uncorrelated Narrowband Disturbances" Audio, Speech, and Language Processing, IEEE Transactions on , vol.PP, no.99, pp. 1, 2011. [13] 何佳營,對相關與不相關音源之新型混合式主動噪音控制系統,國立中興大學機械系工程研究所,碩士論文,2011 [14] Kwong, R. H., and Johnston, E. W., "A Variable Step Size LMS Algorithm", IEEE Trans, Signal Process., Vol. 40, No. 7, pp. 1633-1642, 1992. [15] Mader, A., Puder, H., and Schmidt, G. U., "Step-size control for acoustic echo cancellation filter─An overview," Signal Process., vol. 4, pp.1697-1719, Sep. 2000. [16] Haweel, T. I., "A simple variable step size LMS adaptive algorithm", Wiley InterScience, Vol. 32, pp. 523-536, 2004. [17] Benesty, J., Rey, H., Vega, L. R., and Tressens, S., "A Nonparametric VSS NLMS Algorithm", Signal Process Letters, IEEE, Vol. 13, No. 10, pp. 581-584, 2006. [18] Liu, F. C., Zhang, Y. X., and Wang Y. J., "A variable step size LMS adaptive filtering algorithm based on the number of computing mechanisms," Machine Learning and Cybernetics, International Conference on, vol.4, no., pp.1904-1908, 12-15 July 2009. [19] 簡家安,可變步階的串聯演算法於主動噪音控制系統之應用,國立中興大學機械工程研究所,碩士論文,2010. [20] 羅運達,對有干擾之前饋式主動噪音控制系統的最佳可變步階演算法之推導與應用,國立中興大學機械工程研究所,碩士論文,2012 [21] Sun, X., and Chen, D.S., “A New Infinite Impulse Response Filter-Based Adaptive Algorithm For Active Noise Control”, Journal of Sound and Vibration, Vol. 258, pp. 385-397, 2002.

In practical active noise control applications, correlated noise and uncorrelated noise can be measured by error microphone. The weights update of the ANC controller will be affected when the error signal with uncorrelated noise into error microphone, reducing the performance of ANC. In order to improve performance of ANC, in this paper proposed a improved hybrid ANC structure and use an optimal variable step size to deal with the problem caused by the disturbance such that both correlated and uncorrelated noises that can be attenuate at the same time. Simulation results show that the proposed method can effectively eliminate correlated and uncorrelated
noise and improve ANC performance.
其他識別: U0005-2608201318295900
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