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
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