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An adaptive FIR filter configuration which uses a Σ-Δ modulator as a front end is proposed for implementing the LMS algorithm in analogue form. The oversampled Σ-Δ modulator converts the filter input into a binary sequence, which can be readily delayed and multiplied with a shift register and on/off switching. Computer simulations show very good performance for such a hardware efficient configuration.
References
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1)
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Menzi, U., Moschytz, G.S.: `Adaptive switched-capacitor filters based on the LMS algorithm', Proc. ISCAS, May 1990, New Orleans, p. 2220–2223.
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J. Candy
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A use of double integration in sigma-delta modulation.
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Mensi, U.: `Switched-capacitor realisierung von Estimations-Algorithmen für Adaptive Filter und MFSK-Empfanger', 1991, PhD Dissertation, Swiss Federal Institute of Technology, Zürich, Switzerland.
http://iet.metastore.ingenta.com/content/journals/10.1049/el_19920475
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