Title :
Visual Interaction for Real-Time Navigation of Autonomous Mobile Robots
Author :
Della Vedova, Marco L. ; Facchinetti, Tullio ; Ferrara, A. ; Martinelli, Alessio
Author_Institution :
Dept. of Comput. Eng. & Syst. Sci., Univ. of Pavia, Pavia, Italy
Abstract :
Visual feedback is one of the most adopted solutions for driving the navigation of autonomous robots in unknown environments. This paper presents the structure of a visual interaction system suitable for real-time robotics applications. By means of a specific modeling, the visual system allows a team of mobile robots to perform any relevant visual task in a timely fashion. As a matter of fact, the guarantee of real-time constraints for the processing tasks related with the visual feedback is crucial to achieve an accurate and robust control of mobile robots. The proposed visual infrastructure is based on a single camera, which provides a global view of the robot´s workspace. A degenerated camera model is developed to allow a planar motion in R3 . The model simplifies the visual system calibration, while reducing the cost of coordinates transforms between the real-world and the image space during the system operation. To show the behaviour and to derive the performances of the visual interaction system, experimental results are carried out considering the real-time navigation of autonomous mobile robots.
Keywords :
cameras; mobile robots; multi-robot systems; navigation; path planning; real-time systems; robot vision; autonomous mobile robots; coordinate transforms; degenerated camera model; image space; planar motion; real-time navigation; real-time robotics applications; robust control; visual feedback; visual interaction system; visual system calibration; Cameras; Feedback; Mobile robots; Navigation; Orbital robotics; Real time systems; Robot kinematics; Robot vision systems; Robust control; Visual system; Camera Models; Mobile robots; Real-time motion; Remapping;
Conference_Titel :
CyberWorlds, 2009. CW '09. International Conference on
Conference_Location :
Bradford
Print_ISBN :
978-1-4244-4864-7