• DocumentCode
    1768386
  • Title

    Spike-based VITE control with dynamic vision sensor applied to an arm robot

  • Author

    Perez-Pena, Fernando ; Morgado-Estevez, Arturo ; Serrano-Gotarredona, T. ; Gomez-Rodriguez, F. ; Ferrer-Garcia, V. ; Jimenez-Fernandez, A. ; Linares-Barranco, Alejandro

  • Author_Institution
    Appl. Robot. Lab., Univ. of Cadiz, Cadiz, Spain
  • fYear
    2014
  • fDate
    1-5 June 2014
  • Firstpage
    463
  • Lastpage
    466
  • Abstract
    Spike-based motor control is very important in the field of robotics and also for the neuromorphic engineering community to bridge the gap between sensing / processing devices and motor control without losing the spike philosophy that enhances speed response and reduces power consumption. This paper shows an accurate neuro-inspired spike-based system composed of a DVS retina, a visual processing system that detects and tracks objects, and a SVITE motor control, where everything follows the spike-based philosophy. The control system is a spike version of the neuroinspired open loop VITE control algorithm implemented in a couple of FPGA boards: the first one runs the algorithm and the second one drives the motors with spikes. The robotic platform is a low cost arm with four degrees of freedom.
  • Keywords
    control engineering computing; field programmable gate arrays; manipulators; neurocontrollers; object detection; object tracking; open loop systems; robot vision; DVS retina; FPGA boards; arm robot; dynamic vision sensor; field programmable gate array; neuroinspired open loop VITE control algorithm; neuroinspired spike-based system; object detection; object tracking; spike philosophy; spike-based VITE control; spike-based motor control; visual processing system; Computer architecture; Field programmable gate arrays; Joints; Neurons; Robot sensing systems; Visualization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems (ISCAS), 2014 IEEE International Symposium on
  • Conference_Location
    Melbourne VIC
  • Print_ISBN
    978-1-4799-3431-7
  • Type

    conf

  • DOI
    10.1109/ISCAS.2014.6865171
  • Filename
    6865171