- Title
- EM-based identification of ARX systems having quantized output data
- Creator
- Agüero, Juan C.; González, Karen; Carvajal, Rodrigo
- Relation
- 20th IFAC World Congress. 20th IFAC World Congress Proceedings [presented in IFAC-PapersOnLine, Vol. 50, Issue 1] (Toulouse, France 9-14 July, 2017) p. 8367-8372
- Publisher Link
- http://dx.doi.org/10.1016/j.ifacol.2017.08.1560
- Publisher
- Elsevier
- Resource Type
- conference paper
- Date
- 2017
- Description
- In this paper we develop a novel algorithm to identify an auto-regressive with exogenous signal system utilizing quantized output data. We use the Expectation-Maximization algorithm to obtain the Maximum Likelihood estimate.
- Subject
- Expectation-Maximization algorithm; auto-regressive exogenous signal system; ARX systems
- Identifier
- http://hdl.handle.net/1959.13/1395186
- Identifier
- uon:33824
- Identifier
- ISSN:2405-8963
- Language
- eng
- Reviewed
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- Visitors: 1850
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