EM-based identification of ARX systems having quantized output data

Juan C. Agüero, Karen González, Rodrigo Carvajal

Research output: Contribution to journalArticlepeer-review

8 Scopus citations

Abstract

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.

Original languageEnglish
Pages (from-to)8367-8372
Number of pages6
JournalIFAC-PapersOnLine
Volume50
Issue number1
DOIs
StatePublished - Jul 2017
Externally publishedYes

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