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Shue, L., Dey, Subhrakanti, 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: | 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 |
| Related URLs: | |
| URI: | https://mural.maynoothuniversity.ie/id/eprint/14438 |
| Use Licence: | This item is available under a Creative Commons Attribution Non Commercial Share Alike Licence (CC BY-NC-SA). Details of this licence are available here |
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