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    Remarks on filtering error due to quantisation of a 2-state hidden Markov model


    Shue, L. and Dey, Subhrakanti and Anderson, B.D.O. and De Bruyne, Franky (1999) Remarks on filtering error due to quantisation of a 2-state hidden Markov model. In: Proceedings of the 38th IEEE Conference on Decision and Control. IEEE, pp. 4123-4124. ISBN 0780352505

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    Abstract

    This paper considers the problem of quantisation from the perspective of minimising filtering error when quantised instead of continuous measurements are used as inputs to the nonlinear filter, specialising to a discrete-time 2-state hidden Markov model (HMM) with continuous output.

    Item Type: Book Section
    Additional Information: Cite as: L. Shue, S. Dey, B. D. O. Anderson and F. De Bruyne, "Remarks on filtering error due to quantisation of a 2-state hidden Markov model," Proceedings of the 38th IEEE Conference on Decision and Control (Cat. No.99CH36304), 1999, pp. 4123-4124 vol.4, doi: 10.1109/CDC.1999.828007.
    Keywords: Filtering; Quantization; Hidden Markov models; Nonlinear filters; Australia; Data engineering; Systems engineering and theory; Degradation; Nonlinear distortion; Noise level;
    Academic Unit: Faculty of Science and Engineering > Research Institutes > Hamilton Institute
    Item ID: 14438
    Identification Number: https://doi.org/10.1109/CDC.1999.828007
    Depositing User: Subhrakanti Dey
    Date Deposited: 19 May 2021 14:29
    Journal or Publication Title: Proceedings of the 38th IEEE Conference on Decision and Control
    Publisher: IEEE
    Refereed: Yes
    URI:

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