• DocumentCode
    2394832
  • Title

    Time encoding and reconstruction of multichannel data by brain implants using asynchronous sigma delta modulators

  • Author

    Senay, Seda ; Chaparro, Luis F. ; Sclabassi, Robert J. ; Sun, Mingui

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Pittsburgh, Pittsburgh, PA, USA
  • fYear
    2009
  • fDate
    3-6 Sept. 2009
  • Firstpage
    6893
  • Lastpage
    6896
  • Abstract
    Recently, information technology and microelectronics have enabled implanting miniature and highly intelligent devices within the brain for in-vitro diagnostic and therapeutic functions. Power and physical size constraints of these devices necessitate novel signal processing methods. In this paper we investigate an effective data acquisition and reconstruction method for brain implants based on asynchronous sigma delta modulators (ASDMs). The ASDMs are analog non-linear feedback systems capable of time coding signals. The proposed reconstruction algorithm is based on the prolate spheroidal wave function (PSWF) expansion of the sinc functions and the order of expansion is given by the input signal being coded. Multiplexing and transmission of the different channels of data are accomplished by chirp orthogonal frequency division multiplexing. Computer simulations using multi channel electroen-cephalographic data are performed for wireless transmission by brain implants for monitoring abnormal brain activities of epilepsy patients.
  • Keywords
    electroencephalography; encoding; frequency division multiplexing; medical signal processing; prosthetics; sigma-delta modulation; signal reconstruction; abnormal brain activities; analog nonlinear feedback systems; asynchronous sigma delta modulators; brain implants; chirp orthogonal frequency division multiplexing; data acquisition; epilepsy patients; image reconstruction; multichannel data; multichannel electroencephalographic data; prolate spheroidal wave function; signal processing; time encoding; Brain; Computer Simulation; Feedback; Humans; Monitoring, Physiologic; Prostheses and Implants; Signal Processing, Computer-Assisted; Time Factors;
  • 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.2009.5333612
  • Filename
    5333612