Abstract
In this paper, we present a new bio-inspired vision system embedded for micro-robots. The vision system takes inspiration from locusts in detecting fast approaching objects. Neurophysiological research suggested that locusts use a wide-field visual neuron called lobula giant movement detector (LGMD) to respond to imminent collisions. In this work, we present the implementation of the selected neuron model by a low-cost ARM processor as part of a composite vision module. As the first embedded LGMD vision module fits to a micro-robot, the developed system performs all image acquisition and processing independently. The vision module is placed on top of a microrobot to initiate obstacle avoidance behaviour autonomously. Both simulation and real-world experiments were carried out to test the reliability and robustness of the vision system. The results of the experiments with different scenarios demonstrated the potential of the bio-inspired vision system as a low-cost embedded module for autonomous robots.
Original language | English |
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Pages (from-to) | 241-254 |
Journal | IEEE Transactions on Autonomous Mental Development |
Volume | 9 |
Issue number | 3 |
DOIs | |
Publication status | Published - 30 May 2016 |
Keywords
- Autonomous robot
- bioinspired
- collision avoidance
- embedded system
- lobula giant movement detector (LGMD)
- low-cost