• DocumentCode
    2388989
  • Title

    Multi-channel biosignal processing on an OMAP 3530 system

  • Author

    Pflugradt, M. ; Hofmeyr, N. ; Orglmeister, R.

  • Author_Institution
    Dept. of Electron. & Med. Signal Process., Tech. Univ. Berlin, Berlin, Germany
  • fYear
    2012
  • fDate
    13-14 Sept. 2012
  • Firstpage
    124
  • Lastpage
    128
  • Abstract
    In times where life expectancy is continuously growing, innovative and economical technologies are needed to counteract the ever growing healthcare spendings. Considerable effort is put into medical monitoring on an outpatient basis. Such in-home health assessments combine the advantages of reliable physiological data, patient comfort and the benefits of lower healthcare expenses. In this paper, we present a novel system consisting of wireless, low-power modules, designed for unobtrusive acquisition of raw biomedical signals, complemented by a high-performance processing unit enabling sophisticated signal processing. As artefacts considerably degrade signal quality and hamper clinical diagnosis, artefact removal techniques are vital in biomedical signal acquisition. Recently proposed methods of Blind Source Separation such as ICA are well recognised approaches for artefact treatment in biomedical signal processing. In the scope of this study, we acquired multi-lead ECG signals which were processed online by the FastICA algorithm and graphically visualised in the user interface.
  • Keywords
    blind source separation; electrocardiography; independent component analysis; medical signal detection; medical signal processing; FastICA algorithm; OMAP 3530 system; artefact removal techniques; artefact treatment; biomedical signal acquisition; blind source separation; clinical diagnosis; healthcare; high-performance processing unit; in-home health assessments; medical monitoring; multichannel biosignal processing; multilead ECG signals; raw biomedical signal processing; signal quality; user interface; wireless low-power modules;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Education and Research Conference (EDERC), 2012 5th European DSP
  • Conference_Location
    Amsterdam
  • Print_ISBN
    978-1-4673-4595-8
  • Electronic_ISBN
    978-1-4673-4595-8
  • Type

    conf

  • DOI
    10.1109/EDERC.2012.6532239
  • Filename
    6532239