Comparison of selected parametric models for analysis of the photoplethysmographic signal

Nastaran Hesam Shariati, Edmond Zahedi

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    7 Citations (Scopus)

    Abstract

    In this study a mathematical model is developed to characterize the cardiovascular system. Simultaneous photoplethysmographic (PPG) signals were recorded from two sites of the body from 25 healthy subjects. The obtained signals ere preprocessed, then a segment of the data which was relatively free of noise and motion artifact was selected for the modeling process. Linear parametric models were compared according to loss function, namely Ale, FPE, and MDL. Among four parametric models (ARX, ARMAX, DE and BJ), the ARX model was found to be best fitted to the observed signals.

    Original languageEnglish
    Title of host publication2005 1st International Conference on Computers, Communications and Signal Processing with Special Track on Biomedical Engineering, CCSP 2005
    Pages169-172
    Number of pages4
    DOIs
    Publication statusPublished - 2005
    Event2005 1st International Conference on Computers, Communications and Signal Processing with Special Track on Biomedical Engineering, CCSP 2005 - Kuala Lumpur
    Duration: 14 Nov 200516 Nov 2005

    Other

    Other2005 1st International Conference on Computers, Communications and Signal Processing with Special Track on Biomedical Engineering, CCSP 2005
    CityKuala Lumpur
    Period14/11/0516/11/05

    Fingerprint

    Cardiovascular system
    Mathematical models

    Keywords

    • Model estimation criteria
    • Parametric modeling
    • Photoplethysmography

    ASJC Scopus subject areas

    • Computer Networks and Communications
    • Signal Processing
    • Biomedical Engineering

    Cite this

    Shariati, N. H., & Zahedi, E. (2005). Comparison of selected parametric models for analysis of the photoplethysmographic signal. In 2005 1st International Conference on Computers, Communications and Signal Processing with Special Track on Biomedical Engineering, CCSP 2005 (pp. 169-172). [4977182] https://doi.org/10.1109/CCSP.2005.4977182

    Comparison of selected parametric models for analysis of the photoplethysmographic signal. / Shariati, Nastaran Hesam; Zahedi, Edmond.

    2005 1st International Conference on Computers, Communications and Signal Processing with Special Track on Biomedical Engineering, CCSP 2005. 2005. p. 169-172 4977182.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Shariati, NH & Zahedi, E 2005, Comparison of selected parametric models for analysis of the photoplethysmographic signal. in 2005 1st International Conference on Computers, Communications and Signal Processing with Special Track on Biomedical Engineering, CCSP 2005., 4977182, pp. 169-172, 2005 1st International Conference on Computers, Communications and Signal Processing with Special Track on Biomedical Engineering, CCSP 2005, Kuala Lumpur, 14/11/05. https://doi.org/10.1109/CCSP.2005.4977182
    Shariati NH, Zahedi E. Comparison of selected parametric models for analysis of the photoplethysmographic signal. In 2005 1st International Conference on Computers, Communications and Signal Processing with Special Track on Biomedical Engineering, CCSP 2005. 2005. p. 169-172. 4977182 https://doi.org/10.1109/CCSP.2005.4977182
    Shariati, Nastaran Hesam ; Zahedi, Edmond. / Comparison of selected parametric models for analysis of the photoplethysmographic signal. 2005 1st International Conference on Computers, Communications and Signal Processing with Special Track on Biomedical Engineering, CCSP 2005. 2005. pp. 169-172
    @inproceedings{025b8031c5fb4fb3b2008e1daa46e996,
    title = "Comparison of selected parametric models for analysis of the photoplethysmographic signal",
    abstract = "In this study a mathematical model is developed to characterize the cardiovascular system. Simultaneous photoplethysmographic (PPG) signals were recorded from two sites of the body from 25 healthy subjects. The obtained signals ere preprocessed, then a segment of the data which was relatively free of noise and motion artifact was selected for the modeling process. Linear parametric models were compared according to loss function, namely Ale, FPE, and MDL. Among four parametric models (ARX, ARMAX, DE and BJ), the ARX model was found to be best fitted to the observed signals.",
    keywords = "Model estimation criteria, Parametric modeling, Photoplethysmography",
    author = "Shariati, {Nastaran Hesam} and Edmond Zahedi",
    year = "2005",
    doi = "10.1109/CCSP.2005.4977182",
    language = "English",
    isbn = "1424400112",
    pages = "169--172",
    booktitle = "2005 1st International Conference on Computers, Communications and Signal Processing with Special Track on Biomedical Engineering, CCSP 2005",

    }

    TY - GEN

    T1 - Comparison of selected parametric models for analysis of the photoplethysmographic signal

    AU - Shariati, Nastaran Hesam

    AU - Zahedi, Edmond

    PY - 2005

    Y1 - 2005

    N2 - In this study a mathematical model is developed to characterize the cardiovascular system. Simultaneous photoplethysmographic (PPG) signals were recorded from two sites of the body from 25 healthy subjects. The obtained signals ere preprocessed, then a segment of the data which was relatively free of noise and motion artifact was selected for the modeling process. Linear parametric models were compared according to loss function, namely Ale, FPE, and MDL. Among four parametric models (ARX, ARMAX, DE and BJ), the ARX model was found to be best fitted to the observed signals.

    AB - In this study a mathematical model is developed to characterize the cardiovascular system. Simultaneous photoplethysmographic (PPG) signals were recorded from two sites of the body from 25 healthy subjects. The obtained signals ere preprocessed, then a segment of the data which was relatively free of noise and motion artifact was selected for the modeling process. Linear parametric models were compared according to loss function, namely Ale, FPE, and MDL. Among four parametric models (ARX, ARMAX, DE and BJ), the ARX model was found to be best fitted to the observed signals.

    KW - Model estimation criteria

    KW - Parametric modeling

    KW - Photoplethysmography

    UR - http://www.scopus.com/inward/record.url?scp=69649085623&partnerID=8YFLogxK

    UR - http://www.scopus.com/inward/citedby.url?scp=69649085623&partnerID=8YFLogxK

    U2 - 10.1109/CCSP.2005.4977182

    DO - 10.1109/CCSP.2005.4977182

    M3 - Conference contribution

    SN - 1424400112

    SN - 9781424400119

    SP - 169

    EP - 172

    BT - 2005 1st International Conference on Computers, Communications and Signal Processing with Special Track on Biomedical Engineering, CCSP 2005

    ER -