Title
Spike-based VITE control with dynamic vision sensor applied to an arm robot
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.
Year
DOI
Venue
2014
10.1109/ISCAS.2014.6865171
Circuits and Systems
Keywords
DocType
ISSN
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
Conference
0271-4302
Citations 
PageRank 
References 
0
0.34
0
Authors
11