Statistical-Mechanical Analysis of Adaptive Volterra Filter with the LMS Algorithm

Author:

MOTONAKA Kimiko1,KOSEKI Tomoya2,KAJIKAWA Yoshinobu1,MIYOSHI Seiji1

Affiliation:

1. Department of Electrical, Electronic and Information Engineering, Faculty of Engineering Science, Kansai University

2. JB Toll System. Co. Ltd.

Publisher

Institute of Electronics, Information and Communications Engineers (IEICE)

Subject

Applied Mathematics,Electrical and Electronic Engineering,Computer Graphics and Computer-Aided Design,Signal Processing

Reference27 articles.

1. [1] S. Haykin, Adaptive Filter Theory, 4th ed., Prentice Hall, Upper Saddle River, NJ, 2002.

2. [2] A.H. Sayed, Fundamentals of Adaptive Filtering, Wiley, Hoboken, NJ, 2003.

3. [3] M.H. Costa, J.C.M. Bermudez, and N.J. Bershad, “Stochastic analysis of the filtered-X LMS algorithm in systems with nonlinear secondary paths,” IEEE Trans. Signal Process., vol.50, no.6, pp.1327-1342, 2002. 10.1109/tsp.2002.1003058

4. [4] O.J. Tobias, J.C.M. Bermudez, and N.J. Bershad, “Mean weight behavior of the filtered-X LMS algorithm,” IEEE Trans. Signal Process., vol.48, no.4, pp.1061-1075, 2000. 10.1109/78.827540

5. [5] O.J. Tobias, J.C.M. Bermudez, R. Seara, and N.J. Bershad, “An improved model for the second moment of the filtered-X LMS algorithm,” Proc. IEEE Adaptive Systems for Signal Processing, Communications, and Control Symp., pp.337-341, 2000. 10.1109/asspcc.2000.882496

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Statistical-Mechanical Analysis of Adaptive Volterra Filter for Nonwhite Input Signals;IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences;2024-01-01

2. Statistical-Mechanical Analysis of Adaptive Filter With Clipping Saturation-Type Nonlinearity;IEEE Transactions on Signal Processing;2022

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