Title :
Optimal camera placement considering mobile robot trajectory
Author :
Nikolaidis, Stefanos ; Ueda, Ryuichi ; Hayashi, Akinobu ; Arai, Tamio
Author_Institution :
Dept. of Precision Eng., Univ. of Tokyo, Tokyo
Abstract :
In the near future robots will be used in home environments to provide assistance for the elderly and challenged people. The arrangement of sensors influences greatly the quality of information provided to the robot. We, therefore, examine the problem of the optimal arrangement of vision sensors for the case of a robot following a pre-defined path. A methodology to evaluate the arrangement of sensors is proposed, focusing on the case of a home environment with ceiling cameras. Simulation results indicate that we can obtain sub-optimal and practical arrangement with the minimum number of sensors which satisfies the necessary condition.
Keywords :
image sensors; mobile robots; path planning; robot vision; autonomous mobile robots; ceiling cameras; home environments; mobile robot trajectory; optimal camera placement; vision sensors; Art; Biomimetics; Cameras; Mobile robots; Orbital robotics; Partitioning algorithms; Precision engineering; Robot sensing systems; Robot vision systems; Senior citizens; importance weighting of space; optimal camera arrangement; steepest descent method;
Conference_Titel :
Robotics and Biomimetics, 2008. ROBIO 2008. IEEE International Conference on
Conference_Location :
Bangkok
Print_ISBN :
978-1-4244-2678-2
Electronic_ISBN :
978-1-4244-2679-9
DOI :
10.1109/ROBIO.2009.4913204