Title :
Autonomous human tracking of multiple robotic lamps
Author :
Yoon, Dae-Keun ; Lee, Yun-Seok ; Seo, Jong-Tae ; Gai, Shengnan ; Yi, Byung-Ju
Author_Institution :
Dept. of Electron., Electr., Control & Instrum. Eng., Hanyang Univ., Seoul, South Korea
Abstract :
This paper proposes an automatic lighting system using multiple 3-DOF robotic lamps. The robotic lamp is a spherical type parallel mechanism with a unique forward kinematic solution. In order to minimize the dynamic load, three motors are installed at the base frame and a counter balancing design is performed. Using the coordinate transformation between the environment coordinate and the robot coordinate, the position data of the human is converted to three output angles of the robotic lamp. Positions of people are measured by a laser scanner, and in order to track the positions of people accurately by multiple robotic lamps, the Kalman filter algorithm and a data association algorithm were applied. In experiment, three robotic lamps were employed to track three people independently. For each lamp, two tilting angles are controlled for a localized light and the zoom mechanism is employed to control the intensity of the light.
Keywords :
Kalman filters; attitude control; lamps; lighting control; mobile robots; object tracking; optical scanners; position control; robot kinematics; sensor fusion; target tracking; 3-DOF robotic lamp; Kalman filter algorithm; automatic lighting system; autonomous human tracking; coordinate transformation; counter balancing design; data association algorithm; dynamic load; environment coordinate; forward kinematic solution; human position data; laser scanner; light intensity control; localized light mechanism; motor; position tracking; robot coordinate; spherical type parallel mechanism; tilting angle; zoom mechanism; Couplings; Gears; Humans; Measurement by laser beam; Position measurement; Robot kinematics;
Conference_Titel :
Robotics and Automation (ICRA), 2012 IEEE International Conference on
Conference_Location :
Saint Paul, MN
Print_ISBN :
978-1-4673-1403-9
Electronic_ISBN :
1050-4729
DOI :
10.1109/ICRA.2012.6225183