• DocumentCode
    2502077
  • Title

    Cubic spline interpolation with overlapped window and data reuse for on-line Hilbert Huang transform biomedical microprocessor

  • Author

    Chang, Nai-Fu ; Chiang, Cheng-Yi ; Chen, Tung-Chien ; Chen, Liang-Gee

  • Author_Institution
    DSP/IC Design Lab., Nat. Taiwan Univ., Taipei, Taiwan
  • fYear
    2011
  • fDate
    Aug. 30 2011-Sept. 3 2011
  • Firstpage
    7091
  • Lastpage
    7094
  • Abstract
    On-chip implementation of Hilbert-Huang transform (HHT) has great impact to analyze the non-linear and non-stationary biomedical signals on wearable or implantable sensors for the real-time applications. Cubic spline interpolation (CSI) consumes the most computation in HHT, and is the key component for the HHT processor. In tradition, CSI in HHT is usually performed after the collection of a large window of signals, and the long latency violates the realtime requirement of the applications. In this work, we propose to keep processing the incoming signals on-line with small and overlapped data windows without sacrificing the interpolation accuracy. 58% multiplication and 73% division of CSI are saved after the data reuse between the data windows.
  • Keywords
    Hilbert transforms; biomedical electronics; interpolation; medical signal processing; microprocessor chips; splines (mathematics); cubic spline interpolation; data reuse; data windows; incoming signal on-line processing; on-line Hilbert Huang transform biomedical microprocessor; overlapped window; Algorithm design and analysis; Electroencephalography; Interpolation; Signal processing algorithms; Silicon; Spline; System-on-a-chip; Algorithms; Animals; Biomedical Engineering; Electroencephalography; Equipment Design; Humans; Microcomputers; Models, Statistical; Monitoring, Ambulatory; Oscillometry; Rats; Reproducibility of Results; Signal Processing, Computer-Assisted; Transducers;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
  • Conference_Location
    Boston, MA
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4121-1
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2011.6091792
  • Filename
    6091792