• DocumentCode
    3423873
  • Title

    Mixed-signal micro-controller for non-binary capacitor array calibration in data converter

  • Author

    Gan, Jianhua ; Page, Joel ; Abraham, Jacob

  • Volume
    2
  • fYear
    2002
  • fDate
    3-6 Nov. 2002
  • Firstpage
    1046
  • Abstract
    A mixed-signal micro-controller architecture is used to efficiently implement a novel non-binary capacitor array calibration algorithm for a successive approximation charge-redistribution data converter. The non-binary capacitor array calibration algorithm is based on a simple perceptron learning rule, originally developed for Artificial Intelligence applications. The digital capacitor weights are calibrated with up to 22-bit accuracy that is better than the noise level in the system. The resolution of the data converter is no longer limited by the capacitor array matching. The mixed-signal micro-controller is portable, scalable, and seamlessly handles the converter´s analog and digital datapaths.
  • Keywords
    analogue-digital conversion; calibration; capacitors; instruction sets; learning (artificial intelligence); microcontrollers; 22 bit; analog datapaths; artificial intelligence applications; capacitor array matching; data converter resolution; digital capacitor weights; digital datapaths; instruction set; mixed-signal microcontroller architecture; nonbinary capacitor array calibration algorithm; perceptron learning rule; successive approximation charge-redistribution data converter; Adaptive arrays; Artificial intelligence; Calibration; Capacitance; Capacitors; Computer architecture; Gallium nitride; Jacobian matrices; Logic arrays; Voltage;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signals, Systems and Computers, 2002. Conference Record of the Thirty-Sixth Asilomar Conference on
  • Conference_Location
    Pacific Grove, CA, USA
  • ISSN
    1058-6393
  • Print_ISBN
    0-7803-7576-9
  • Type

    conf

  • DOI
    10.1109/ACSSC.2002.1196943
  • Filename
    1196943