Title :
Development of a bio-inspired vision system for mobile micro-robots
Author :
Cheng Hu ; Arvin, Farshad ; Shigang Yue
Author_Institution :
Comput. Intell. Lab. (CIL), Univ. of Lincoln, Lincoln, UK
Abstract :
In this paper, we present a new bio-inspired vision system for mobile micro-robots. The processing method takes inspiration from vision of locusts in detecting the fast approaching objects. Research suggested that locusts use wide-field visual neuron called the lobula giant movement detector to respond to imminent collisions. We employed the locusts´ vision mechanism to motion control of a mobile robot. The selected image processing method is implemented on a developed extension module using a low-cost and fast ARM processor. The vision module is placed on top of a micro-robot to control its trajectory and to avoid obstacles. The observed results from several performed experiments demonstrated that the developed extension module and the inspired vision system are feasible to employ as a vision module for obstacle avoidance and motion control.
Keywords :
collision avoidance; microrobots; mobile robots; motion control; neural nets; object detection; robot vision; trajectory control; ARM processor; bioinspired vision system; lobula giant movement detector; locust vision mechanism; mobile microrobots; motion control; object detection; obstacle avoidance; trajectory control; visual neuron; Cameras; Collision avoidance; Mobile robots; Robot vision systems; Trajectory; Bio-inspired; Collision avoidance; Locusts vision; Mobile robot;
Conference_Titel :
Development and Learning and Epigenetic Robotics (ICDL-Epirob), 2014 Joint IEEE International Conferences on
Conference_Location :
Genoa
DOI :
10.1109/DEVLRN.2014.6982958