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Determining ARMA Model Parameters for Biomedical Signal Applications based on Estimation of the Equivalent AR Model
- Authors
- Park, Junho; Lee, Geon; Choi, Youngjin
- Issue Date
- Aug-2015
- Publisher
- IEEE
- Keywords
- ARMA model; EAR model; biomedical signal
- Citation
- 2015 12TH INTERNATIONAL CONFERENCE ON UBIQUITOUS ROBOTS AND AMBIENT INTELLIGENCE (URAI), pp.456 - 457
- Indexed
- SCIE
SCOPUS
- Journal Title
- 2015 12TH INTERNATIONAL CONFERENCE ON UBIQUITOUS ROBOTS AND AMBIENT INTELLIGENCE (URAI)
- Start Page
- 456
- End Page
- 457
- ISSN
- 2325-033X
- Abstract
- This paper presents a technique for parametric modeling of biomedical signals, which is based on the autoregressive moving-average (ARMA) model. the ARMA model proposed in this paper is derived from the equivalent AR (EAR) model contributed to the equivalent relation between an infinite-order AR model and a finiteorder ARMA model. And then, the recursive method for determining the finite-order parameters of ARMA model from the EAR model is proposed.
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