Motion Planning System for Bin Picking Using 3-D Point Cloud
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Date
2016-08
Journal Title
Journal ISSN
Volume Title
Publisher
Scientific Research Publishing
Abstract
In this paper, we propose a motion planning system for bin picking using 3-D point cloud. The situation that the objects are put miscellaneously like the inside in a house is assumed. In the home, the equipment which makes an object stand in line doesn’t exist. Therefore the motion planning system which considered a collision problem becomes important. In this paper, Information on the objects is measured by a laser range finder (LRF). The information is used as 3-D point cloud, and the objects are recognized by model-base. We propose search method of a grasping point for two-fingered robotic hand, and propose search method of a path to approach the grasping point without colliding with other objects.
Description
Keywords
3-D Point Cloud, Bin Picking, ICP Algorithm, Motion Planning
Citation
Intelligent Control and Automation , 2016, 7, 73- 83