A robust high-order lattice adaptive notch filter and its application to narrowband noise cancellation

详细信息    查看全文

• 作者：Seong-woo Kim (1)
  Young-cheol Park (2)
  Young-soo Seo (3)
  Dae Hee Youn (1)
  
  1. School of Electrical and Electronic Engineering ; Yonsei University ; Shinchondong ; Seodaemoon-gu ; Seoul ; 120鈥?49 ; South Korea
  2. Computer and Telecommunications Engineering Division ; Yonsei University ; Wonju ; Kangwon ; 220-710 ; South Korea
  3. Agency for Defense Development ; Changwon ; Gyeongsangnam-do ; 645-600 ; South Korea
  
• 关键词：Adaptive filter ; High ; order lattice adaptive notch filter ; Adaptive line enhancement ; Narrowband adaptive noise cancellation
• 刊名：EURASIP Journal on Advances in Signal Processing
• 出版年：2014
• 出版时间：December 2014
• 年：2014
• 卷：2014
• 期：1
• 全文大小：1,753 KB
• 参考文献：1. Widrow, B, McCool, JM, Kaunitz, J, Williams, CS, Hearn, RH, Zeidler, JR, Goodlin, RC (1975) Adaptive noise cancelling: principles and applications. Proc. IEEE 63: pp. 1692-1716 CrossRef
  2. Elliot, SJ (2001) Signal Processing for Active Control. Academic, London, UK
  3. Nehorai, A (1985) A minimal parameter adaptive notch filter with constrained poles and zeros. IEEE Trans. Acoust., Speech, Signal Process 33: pp. 983-996 CrossRef
  4. Kwan, T, Martin, K (1989) Adaptive detection and enhancement of multiple sinusoids using a cascade IIR filter. IEEE Trans. Circuits Syst., 36: pp. 937-947 CrossRef
  5. Cho, NI, Choi, C-H, Lee, SU (1993) On the adaptive lattice notch filter for the detection of sinusoids. IEEE Trans. Circuits Syst 40: pp. 405-416 CrossRef
  6. Cho, NI, Lee, SU (1995) Tracking analysis of an adaptive lattice notch filter. IEEE Trans. Circuits Syst 42: pp. 186-195
  7. Regalia, PA (2010) A complex adaptive notch filter. IEEE Signal Process. Lett 17: pp. 937-940 CrossRef
  8. Nishimura, S, Mvuma, A, Hinamoto, T (2011) Complex adaptive notch filter for detection of real sinusoid. Proceedings of the IEEE 54th International Midwest Symposium Circuits and Systems (MWSCAS).
  9. Nishimura, S, Mvuma, A, Hinamoto, T (2013) Tracking properties of complex adaptive notch filter for detection of multiple real sinusoids. Proceedings of the IEEE International Symposium Circuits and Systems (ISCAS).
  10. Haykin, S (2002) Adaptive Filter Theory. Prentice-Hall, Upper Saddle River
  11. Bershad, NJ, Bermudez, JCM (1998) Sinusoidal interference rejection analysis of an LMS adaptive feedforward controller with a noisy periodic reference. IEEE Trans. Signal Process 46: pp. 1298-1313 CrossRef
  12. Gorriz, JM, Ramirez, J, Cruces-Alvarez, S, Puntonet, CG, Lang, EW, Erdogmus, D (2009) A novel LMS algorithm applied to adaptive noise cancellation. IEEE Signal Process. Lett 15: pp. 34-37 CrossRef
  13. Kim, S-W, Park, Y-C, Youn, DH (2013) A variable step-size gradient adaptive lattice algorithm for multiple sinusoidal interference cancelation. EURASIP J. Adv. Signal Process.
  14. Griffiths, LJ (1978) An adaptive lattice structure for noise-cancelling applications. Proceedings of the 1978 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). Tulsa, OK
  15. Satorius, EH, Smith, JD, Reeves, PM (1979) Adaptive noise cancelling of a sinusoidal interference using a lattice structure. Proceedings of the 1979 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).
  16. Kim, DI, Wilde, P (2000) Performance analysis of the self-orthogonalising adaptive lattice filter. Signal Process 80: pp. 2379-2406 CrossRef
  17. Kuo, SM, Puvvala, AB (2006) Effects of frequency separation in periodic active noise control systems. IEEE Trans. Audio Speech Lang. Process 14: pp. 1857-1866 CrossRef
  
• 刊物主题：Signal, Image and Speech Processing;
• 出版者：Springer International Publishing
• ISSN：1687-6180

文摘

In this paper, we propose a high-order lattice adaptive notch filter (LANF) that can robustly track multiple sinusoids. Unlike the conventional cascade structure, the proposed high-order LANF has robust tracking characteristics regardless of the frequencies of reference sinusoids and initial notch frequencies. The proposed high-order LANF is applied to a narrowband adaptive noise cancellation (ANC) to mitigate the effect of the broadband disturbance in the reference signal. By utilizing the gradient adaptive lattice (GAL) ANC algorithm and approximately combining it with the proposed high-order LANF, a computationally efficient narrowband ANC system is obtained. Experimental results demonstrate the robustness of the proposed high-order LANF and the effectiveness of the obtained narrowband ANC system.