• DocumentCode
    2400271
  • Title

    An accuracy aware low power wireless EEG Unit with information content based adaptive data compression

  • Author

    Tolbert, Jeremy R. ; Kabali, Pratik ; Brar, Simeranjit ; Mukhopadhyay, Saibal

  • Author_Institution
    Georgia Inst. of Technol., Atlanta, GA, USA
  • fYear
    2009
  • fDate
    3-6 Sept. 2009
  • Firstpage
    5417
  • Lastpage
    5420
  • Abstract
    We present a digital system for adaptive data compression for low power wireless transmission of Electroencephalography (EEG) data. The proposed system acts as a base-band processor between the EEG analog-to-digital front-end and RF transceiver. It performs a real-time accuracy energy trade-off for multi-channel EEG signal transmission by controlling the volume of transmitted data. We propose a multi-core digital signal processor for on-chip processing of EEG signals, to detect signal information of each channel and perform real-time adaptive compression. Our analysis shows that the proposed approach can provide significant savings in transmitter power with minimal impact on the overall signal accuracy.
  • Keywords
    biomedical communication; data compression; digital signal processing chips; electroencephalography; medical signal processing; transceivers; wireless channels; EEG analog-to-digital front-end; RF transceiver; accuracy awareness; adaptive data compression; base-band processor; low power wireless EEG unit; multichannel EEG signal transmission; multicore digital signal processor; on-chip processing; real-time accuracy energy trade-off; Data Compression; Electroencephalography; Information Systems; Telemetry;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
  • Conference_Location
    Minneapolis, MN
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-3296-7
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2009.5333943
  • Filename
    5333943