{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,18]],"date-time":"2026-07-18T16:08:58Z","timestamp":1784390938383,"version":"3.55.0"},"reference-count":32,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2015,10,6]],"date-time":"2015-10-06T00:00:00Z","timestamp":1444089600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Sign Process Syst"],"published-print":{"date-parts":[[2016,8]]},"DOI":"10.1007\/s11265-015-1036-y","type":"journal-article","created":{"date-parts":[[2015,10,6]],"date-time":"2015-10-06T05:18:48Z","timestamp":1444108728000},"page":"181-196","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["A New Variable-Regularized Transform-Domain NLMS Algorithm with Automatic Step-Size Selection for Adaptive System Identification\/ Filtering"],"prefix":"10.1007","volume":"84","author":[{"given":"S. C.","family":"Chan","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Y. J.","family":"Chu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2015,10,6]]},"reference":[{"key":"1036_CR1","doi-asserted-by":"crossref","unstructured":"Chan, S.C., Chu, Y.J, Tsui, K.M., & Zhang, Z.G. (2011). A new switch- mode noise-constrained transform domain NLMS adaptive filtering algorithm. in Proceedings IEEE International Conference Circuits and System, Rio de Janeiro, Brazil, May 15\u201318.","DOI":"10.1109\/ISCAS.2011.5937515"},{"key":"1036_CR2","unstructured":"Haykin, S. Adaptive filter theory. 4th edition, Prentice Hall, 2001."},{"issue":"3","key":"1036_CR3","doi-asserted-by":"crossref","first-page":"282","DOI":"10.1109\/TAC.1967.1098599","volume":"AC-12","author":"JI Nagumo","year":"1967","unstructured":"Nagumo, J. I., & Noda, A. (1967). A learning method for system identification. IEEE Transaction on Automatic Control, AC-12(3), 282\u2013287.","journal-title":"IEEE Transaction on Automatic Control"},{"issue":"2","key":"1036_CR4","first-page":"277","volume":"63","author":"SJ Liu","year":"2012","unstructured":"Liu, S. J., Qi, P. P., Wang, J. S., Zhang, M. H., & Jiang, W. S. (2012). Adaptive calibration of channel mismatches in time-interleaved ADCs based on equivalent signal recombination. IEEE Transactions on Instrumentation and Measurement, 63(2), 277\u2013286.","journal-title":"IEEE Transactions on Instrumentation and Measurement"},{"issue":"4","key":"1036_CR5","doi-asserted-by":"crossref","first-page":"964","DOI":"10.1109\/TIM.2013.2283151","volume":"63","author":"M Saha","year":"2012","unstructured":"Saha, M., Ghosh, R., & Goswami, B. (2012). Robustness and sensitivity metrics for tuning the extended Kalman filter. IEEE Transactions on Instrumentation and Measurement, 63(4), 964\u2013971.","journal-title":"IEEE Transactions on Instrumentation and Measurement"},{"key":"1036_CR6","volume-title":"Active noise control systems \u2013 Algorithms and DSP implementations","author":"SM Kuo","year":"1996","unstructured":"Kuo, S. M., & Morgan, D. R. (1996). Active noise control systems \u2013 Algorithms and DSP implementations. New York: Wiley."},{"issue":"8","key":"1036_CR7","doi-asserted-by":"crossref","first-page":"2283","DOI":"10.1109\/TIM.2012.2186655","volume":"61","author":"ZG Zhang","year":"2012","unstructured":"Zhang, Z. G., Chan, S. C., & Wang, C. (2012). A new regularized adaptive windowed lomb periodogram for time-frequency analysis of nonstationary signals with impulsive components. IEEE Transactions on Instrumentation and Measurement, 61(8), 2283\u20132304.","journal-title":"IEEE Transactions on Instrumentation and Measurement"},{"key":"1036_CR8","doi-asserted-by":"crossref","first-page":"609","DOI":"10.1109\/TASSP.1983.1164121","volume":"ASSP-31","author":"S Narayan","year":"1983","unstructured":"Narayan, S., Peterson, A. M., & Narasimha, M. J. (1983). Transform domain LMS algorithm. IEEE Transactions on Acoustics, Speech, and Signal Processing, ASSP-31, 609\u2013615.","journal-title":"IEEE Transactions on Acoustics, Speech, and Signal Processing"},{"key":"1036_CR9","doi-asserted-by":"crossref","unstructured":"Chan, S.C., & Zhou, Y. (2008). On the convergence analysis of the transform domain normalized LMS and related M-estimate algorithms,\u201d in Proceedings of IEEE APCCAS 2008, Macao, Nov 30-Dec 3.","DOI":"10.1109\/APCCAS.2008.4745996"},{"issue":"2","key":"1036_CR10","doi-asserted-by":"crossref","first-page":"422","DOI":"10.1109\/78.348125","volume":"43","author":"F Beaufays","year":"1995","unstructured":"Beaufays, F. (1995). Transform-domain adaptive filters: an analytical approach. IEEE Transactions on Signal Processing, 43(2), 422\u2013431.","journal-title":"IEEE Transactions on Signal Processing"},{"key":"1036_CR11","doi-asserted-by":"crossref","unstructured":"Chan, S.C., Chu, Y.J, & Zhang, Z.G. (2010). A new regularized transform-domain NLMS adaptive filtering algorithm. in Proceeding of APCCAS 2010, Kuala Lumpur, Malaysia, Dec. 6\u20139.","DOI":"10.1109\/APCCAS.2010.5774985"},{"issue":"9","key":"1036_CR12","doi-asserted-by":"crossref","first-page":"1961","DOI":"10.1109\/78.942625","volume":"49","author":"Y Wei","year":"2001","unstructured":"Wei, Y., Gelfand, S. B., & Krogmeier, J. V. (2001). Noise-constrained least mean squares algorithm. IEEE Transactions on Signal Processing, 49(9), 1961\u20131970.","journal-title":"IEEE Transactions on Signal Processing"},{"issue":"7","key":"1036_CR13","doi-asserted-by":"crossref","first-page":"1633","DOI":"10.1109\/78.143435","volume":"40","author":"RH Kwong","year":"1992","unstructured":"Kwong, R. H., & Johnston, E. W. (1992). A variable step size LMS algorithm. IEEE Transactions on Signal Processing, 40(7), 1633\u20131642.","journal-title":"IEEE Transactions on Signal Processing"},{"issue":"3","key":"1036_CR14","doi-asserted-by":"crossref","first-page":"631","DOI":"10.1109\/78.558478","volume":"45","author":"T Aboulnasr","year":"1997","unstructured":"Aboulnasr, T., & Mayyas, K. (1997). A robust variable step-size LMS-type algorithm: analysis and simulations. IEEE Transactions on Signal Processing, 45(3), 631\u2013639.","journal-title":"IEEE Transactions on Signal Processing"},{"issue":"6","key":"1036_CR15","doi-asserted-by":"crossref","first-page":"1315","DOI":"10.1109\/TSP.2002.1003057","volume":"50","author":"S Koike","year":"2002","unstructured":"Koike, S. (2002). A class of adaptive step-size control algorithms for adaptive filters. IEEE Transactions on Signal Processing, 50(6), 1315\u20131326.","journal-title":"IEEE Transactions on Signal Processing"},{"issue":"6","key":"1036_CR16","doi-asserted-by":"crossref","first-page":"2075","DOI":"10.1109\/78.218137","volume":"41","author":"VJ Mathews","year":"1993","unstructured":"Mathews, V. J., & Xie, Z. (1993). A stochastic gradient adaptive filter with gradient adaptive stepsize. IEEE Transactions on Signal Processing, 41(6), 2075\u20132087.","journal-title":"IEEE Transactions on Signal Processing"},{"issue":"5","key":"1036_CR17","doi-asserted-by":"crossref","first-page":"1878","DOI":"10.1109\/TSP.2007.913142","volume":"56","author":"LR Vega","year":"2008","unstructured":"Vega, L. R., Rey, H., Benesty, J., & Tressens, S. (2008). A new robust variable step-size NLMS algorithm. IEEE Transactions on Signal Processing, 56(5), 1878\u20131893.","journal-title":"IEEE Transactions on Signal Processing"},{"key":"1036_CR18","unstructured":"Chan, S.C., Zhang, Z.G., Zhou, Y, & Hu, Y. (2008).\u00a0A new noise-constrained normalized least mean squares adaptive filtering algorithm in Proceedings of 9 th IEEE Asia Pacific Conference Circuits and System, Macao, China, Dec. 2008."},{"key":"1036_CR19","doi-asserted-by":"crossref","unstructured":"Chan, S.C., Chu, Y.J., Zhang, Z.G, & Zhou, Y. (2009). On the convergence behavior of the noise-constrained NLMS algorithm in Procedings of IEEE International Conference Circuits and System, Taipei, May 24\u201327.","DOI":"10.1109\/ISCAS.2009.5118196"},{"issue":"6","key":"1036_CR20","doi-asserted-by":"crossref","first-page":"703","DOI":"10.1007\/s00034-005-0705-7","volume":"24","author":"K Mayyas","year":"2005","unstructured":"Mayyas, K. (2005). A new variable step size control method for the transform domain LMS adaptive algorithm. Journal of Circulation System and Signal Process, 24(6), 703\u2013721.","journal-title":"Journal of Circulation System and Signal Process"},{"key":"1036_CR21","first-page":"499","volume":"ASSP-34","author":"R Harris","year":"1986","unstructured":"Harris, R., et al. (1986). A variable step size (VSS) algorithm. IEEE Transactions on Acoustics, Speech, and Signal Processing, ASSP-34, 499\u2013510.","journal-title":"IEEE Transactions on Acoustics, Speech, and Signal Processing"},{"issue":"8","key":"1036_CR22","doi-asserted-by":"crossref","first-page":"2517","DOI":"10.1109\/78.229885","volume":"41","author":"JB Evans","year":"1993","unstructured":"Evans, J. B., Xue, P., & Liu, B. (1993). Analysis and implementation of variable step size adaptive algorithms. IEEE Transactions on Signal Processing, 41(8), 2517\u20132535.","journal-title":"IEEE Transactions on Signal Processing"},{"issue":"456","key":"1036_CR23","doi-asserted-by":"crossref","first-page":"1348","DOI":"10.1198\/016214501753382273","volume":"96","author":"J Fan","year":"2001","unstructured":"Fan, J., & Li, R. (2001). Variable selection via nonconcave penalized likelihood and its oracle properties. Journal of the American Statistical Association, 96(456), 1348\u20131360.","journal-title":"Journal of the American Statistical Association"},{"key":"1036_CR24","unstructured":"Chen, Y., Gu, Y., & Hero, A.O. (2009). Sparse LMS for system identification. in Proceedings of ICASSP 2009, pp. 3125\u20133128, Taipei, Taiwan, April 19\u201324."},{"issue":"4","key":"1036_CR25","doi-asserted-by":"crossref","first-page":"868","DOI":"10.1109\/TASL.2012.2231074","volume":"21","author":"SC Chan","year":"2013","unstructured":"Chan, S. C., Chu, Y. J., & Zhang, Z. G. (2013). A new variable regularized transform domain NLMS adaptive filtering algorithm \u2013 acoustic applications and performance analysis. IEEE Transactions on Audio, Speech and Language Processing, 21(4), 868\u2013878.","journal-title":"IEEE Transactions on Audio, Speech and Language Processing"},{"issue":"12","key":"1036_CR26","doi-asserted-by":"crossref","first-page":"3277","DOI":"10.1109\/78.806072","volume":"47","author":"SB Gelfand","year":"1999","unstructured":"Gelfand, S. B., Wei, Y., & Krogmeier, J. V. (1999). The stability of variable step-size LMS algorithms. IEEE Transactions on Signal Processing, 47(12), 3277\u20133288.","journal-title":"IEEE Transactions on Signal Processing"},{"issue":"2","key":"1036_CR27","doi-asserted-by":"crossref","first-page":"120","DOI":"10.1109\/TCSII.2011.2106314","volume":"58","author":"SC Chan","year":"2011","unstructured":"Chan, S. C., Zhang, Z. G., & Chu, Y. J. (2011). A new transform-domain regularized recursive least M-estimate algorithm for robust linear estimation. IEEE Transaction on Circuits System II, 58(2), 120\u2013128.","journal-title":"IEEE Transaction on Circuits System II"},{"key":"1036_CR28","doi-asserted-by":"crossref","unstructured":"Zhang, Z.G., Chan, S.C., Zhou, Y., & Hu, Y. (2009). Robust linear estimation using M-estimation and weighted L1 regularization: Model selection and recursive implementation. in Proceedings of IEEE ISCAS 2009, Taipei, May 24\u201327.","DOI":"10.1109\/ISCAS.2009.5117975"},{"key":"1036_CR29","first-page":"125","volume":"1","author":"M Kamenetsky","year":"2004","unstructured":"Kamenetsky, M., & Widrow, B. (2004). A variable leaky LMS adaptive algorithm. Record of the Thirty-Eighth Asilomar Conference on Signals, Systems and Computers, 1, 125\u2013128.","journal-title":"Record of the Thirty-Eighth Asilomar Conference on Signals, Systems and Computers"},{"key":"1036_CR30","doi-asserted-by":"crossref","first-page":"1151","DOI":"10.1109\/PROC.1976.10286","volume":"64","author":"B Widrow","year":"1976","unstructured":"Widrow, B., McCool, J. M., Larimore, M. G., & Johnson, C. R. (1976). Stationary and nonstationary learning characteritic of the LMS adaptive filter. Proceedings of the IEEE, 64, 1151\u20131162.","journal-title":"Proceedings of the IEEE"},{"issue":"1","key":"1036_CR31","doi-asserted-by":"crossref","first-page":"222","DOI":"10.1109\/TASSP.1985.1164493","volume":"ASSP-33","author":"A Feuer","year":"1985","unstructured":"Feuer, A., & Weinstein, E. (1985). Convergence analysis of LMS filters with uncorrelated Gaussian data. IEEE Transaction on Acoustic Speech and Signal Process, ASSP-33(1), 222\u2013230.","journal-title":"IEEE Transaction on Acoustic Speech and Signal Process"},{"key":"1036_CR32","unstructured":"Quatieri, T. (2001). Discrete-time speech signal processing, Prentice Hall."}],"container-title":["Journal of Signal Processing Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11265-015-1036-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11265-015-1036-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11265-015-1036-y","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,31]],"date-time":"2019-08-31T07:33:03Z","timestamp":1567236783000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11265-015-1036-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,10,6]]},"references-count":32,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2016,8]]}},"alternative-id":["1036"],"URL":"https:\/\/doi.org\/10.1007\/s11265-015-1036-y","relation":{},"ISSN":["1939-8018","1939-8115"],"issn-type":[{"value":"1939-8018","type":"print"},{"value":"1939-8115","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,10,6]]}}}