Engineers Australia - Consistent HMM parameter estimation using Kerridge inaccuracy rates

2013 3rd Australian Control Conference (AUCC)

Author(s): Timothy L. Molloy ; Jason J. Ford
Publisher: Engineers Australia
Publication Date: 1 November 2013
Conference Location: Fremantle, WA, Australia
Conference Date: 4 November 2013
Page(s): 73 - 78
ISBN (CD): 978-1-4799-2497-4
ISBN (Electronic): 978-1-4799-2498-1
DOI: 10.1109/AUCC.2013.6697250
Regular:

In this paper, we propose a novel online hidden Markov model (HMM) parameter estimator based on Kerridge inaccuracy rate (KIR) concepts. Under mild identifiability conditions, we prove that our... View More

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