Title :
Application of optical flow to sonar image for mobile robot navigation
Author :
Park, Gun-Young ; Lee, Sang-Ryong ; Lee, Choon-Young
Author_Institution :
Sch. of Mech. Eng., Kyungpook Nat. Univ., Daegu
Abstract :
In this paper, a novel data processing algorithm for ultrasonic sensors is proposed using optical flow technique to get relative velocity of obstacles. Ultrasonic sensors are widely applied to robotic system, however, limitations exist for positioning objectpsilas location by angular uncertainty. Collision avoidance in dynamic environment requires the information of relative motion, such as velocity for obstacles in addition to distance. To assist operatorpsilas control skills, a force is generated for collision avoidance using ultrasonic sensorspsila data. Previous research on the generation algorithm of force reflection used relative distance between robot and obstacles. We applied optical flow technique to artificial image sequence which is generated from ultrasonic sensorpsilas range data to obtain relative velocity. The experimental results show the effectiveness of the proposed algorithm for robot navigation in dynamic environment.
Keywords :
collision avoidance; image sequences; mobile robots; navigation; robot vision; angular uncertainty; collision avoidance; data processing algorithm; generation algorithm; image sequence; mobile robot navigation; obstacles velocity; optical flow; relative motion; robotic system; sonar image; ultrasonic sensors; Collision avoidance; Data processing; Force control; Force sensors; Image motion analysis; Mobile robots; Optical sensors; Robot sensing systems; Sonar applications; Sonar navigation;
Conference_Titel :
Industrial Informatics, 2008. INDIN 2008. 6th IEEE International Conference on
Conference_Location :
Daejeon
Print_ISBN :
978-1-4244-2170-1
Electronic_ISBN :
1935-4576
DOI :
10.1109/INDIN.2008.4618329