Title :
Optimal sensor placement for cooperative distributed vision
Author :
Navarro-Serment, L.E. ; Dolan, John M. ; Khosla, Pradeep K.
Author_Institution :
Dept. of Electr. & Comput. Eng., Carnegie Mellon Univ., Pittsburgh, PA, USA
fDate :
26 April-1 May 2004
Abstract :
This work describes a method for observing maneuvering targets using a group of mobile robots equipped with video cameras. These robots are part of a team of small-size (7×7×7 cm) robots configured from modular components that collaborate to accomplish a given task. The cameras seek to observe the target while facing it as much as possible from their respective viewpoints. This work considers the problem of scheduling and maneuvering the cameras based on the evaluation of their current positions in terms of how well can they maintain a frontal view of the target. We describe our approach, which distributes the task among several robots and avoids extensive energy consumption on a single robot. We explore the concept in simulation and present results.
Keywords :
distributed sensors; mobile robots; multi-robot systems; robot vision; sensor fusion; video cameras; 7 cm; automatic surveillance; cooperative distributed vision; cooperative sensor; distributed sensor; extensive energy consumption; mobile robots; optimal sensor placement; video cameras; Cameras; Collaborative work; Computer vision; Mobile robots; Robot kinematics; Robot sensing systems; Robot vision systems; Robotics and automation; Sensor phenomena and characterization; Surveillance;
Conference_Titel :
Robotics and Automation, 2004. Proceedings. ICRA '04. 2004 IEEE International Conference on
Print_ISBN :
0-7803-8232-3
DOI :
10.1109/ROBOT.2004.1307270