Reactive Robot Navigation Based on a Combination of Central and Peripheral Vision
Antonis Argyros, Fredrik Bergholm · 1998
In this paper, we present a new method for vision-based, reactive robot navigation that enables a robot to move in the middle of the free space by exploiting both central and peripheral vision. The system employs a forward-looking camera for central vision and two side-looking cameras for sensing the periphery of the robot's visual field. The developed method combines the information acquired by this trinocular vision system and produces low-level motor commands that keep the robot in the middle of the free space. The approach follows the purposive vision paradigm in the sense that vision is not studied in isolation but in the context of the behaviors that the system is engaged as well as the environment and the motor capabilities of the robot. It is demonstrated that by taking into account these issues, vision processing can be drastically simplified, still giving rise to quite rich behaviors. The advantages of the method is that it does not make strict assumptions about the environment, it requires very low level information to be extracted from the images, it produces a robust robot behavior and it is computationally very efficient. Results obtained by both simulations and from a prototype on-line implementation demonstrate the effectiveness of the method.