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
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;
Conference_Titel :
Circuits and Systems (ISCAS), 2014 IEEE International Symposium on
Conference_Location :
Melbourne VIC
Print_ISBN :
978-1-4799-3431-7
DOI :
10.1109/ISCAS.2014.6865171