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- W1566143781 abstract "This paper describes an analysis of the normalized LMS algorithm under finite word-length effects. It is shown that, using the averaging principle, it is possible to derive a good approximation for the total MSE in steady-state. Implementation issues are considered. It is shown that, in general, the quantization of the division operation will not cause the performance of the algorithm to deteriorate. An example using a look-up table for the division operation is analyzed and simulations are shown to support the analysis." @default.
- W1566143781 created "2016-06-24" @default.
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- W1566143781 date "2002-11-19" @default.
- W1566143781 modified "2023-09-23" @default.
- W1566143781 title "A roundoff error analysis of the normalized LMS algorithm" @default.
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- W1566143781 doi "https://doi.org/10.1109/acssc.1995.540916" @default.
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