• DocumentCode
    1285401
  • Title

    Compressive Sensing for Sparse Touch Detection on Capacitive Touch Screens

  • Author

    Luo, Chenchi ; Borkar, Milind A. ; Redfern, Arthur J. ; McClellan, James H.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
  • Volume
    2
  • Issue
    3
  • fYear
    2012
  • Firstpage
    639
  • Lastpage
    648
  • Abstract
    Capacitive touch screens are ubiquitous in today´s electronic devices. Improved touch screen responsiveness and resolution can be achieved at the expense of the touch screen controller analog hardware complexity and power consumption. This paper proposes an alternative compressive sensing based approach to exploit the sparsity of simultaneous touches with respect to the number of sensor nodes to achieve similar levels of responsiveness. It is possible to reduce the analog data acquisition complexity at the cost of extra digital computations with less total power consumption. Using compressive sensing, in order to resolve the positions of the sparse touches, the number of measurements required is related to the number of touches rather than the number of nodes. Detailed measurement circuits and methodologies are presented along with the corresponding reconstruction algorithm.
  • Keywords
    capacitive sensors; compressed sensing; data acquisition; power consumption; sparse matrices; touch sensitive screens; analog data acquisition complexity; analog hardware complexity; capacitive touch screens; compressive sensing; electronic devices; power consumption; reconstruction algorithm; sensor nodes; sparse touch detection; sparse touches; touch screen controller; touch screen resolution; touch screen responsiveness; Capacitance; Capacitors; Charge transfer; Compressed sensing; Electrodes; Sensors; Voltage measurement; Capacitive touch screens; compressive sensing;
  • fLanguage
    English
  • Journal_Title
    Emerging and Selected Topics in Circuits and Systems, IEEE Journal on
  • Publisher
    ieee
  • ISSN
    2156-3357
  • Type

    jour

  • DOI
    10.1109/JETCAS.2012.2217033
  • Filename
    6303837