IEEE - Institute of Electrical and Electronics Engineers, Inc. - LMS adaptation of an ARMAX model using the optimum scalar data nonlinearity algorithm

Proceedings of ISIE '99. IEEE International Symposium on Industrial Electronics

Author(s): Hamerlain, F.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 January 1999
Conference Location: Bled, Slovenia, Slovenia
Conference Date: 12 July 1999
Volume: 3
ISBN (Paper): 0-7803-5662-4
DOI: 10.1109/ISIE.1999.796893
Regular:

The least mean square (LMS) adaptive filter can easily predict an ARMAX model. However, it is known that this filter coefficient converges quite slowly when the input signal is corrupted by white... View More

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