Task-Based Grasp Quality Measures for Grasp Synthesis
Document Type
Conference Proceeding
Publication Date
9-2015
Keywords
instruments, force, manipulators, motion measurement, aerospace electronics, wrist, robotic system, task-based grasp quality measures, grasp synthesis, manipulation tasks, stability properties, manipulative requirements, task-dependent grasp quality measures, task wrench coverage measure, manipulator efficiency measure, interactive wrench
Digital Object Identifier (DOI)
https://doi.org/10.1109/IROS.2015.7353416
Abstract
To facilitate manipulation tasks, grasp should be selected intelligently to fulfill different stability properties and manipulative requirements in the tasks. In this paper, two task-dependent grasp quality measures are introduced: task wrench coverage measure and the manipulator efficiency measure. The first one measures the ability of a grasp to provide required interactive wrench during a task, while the second measures the effort that the manipulator takes for the whole manipulation process in facilitating the required instrument motion, which is determined by the grasp when the motion of the instrument is defined. The proposed measures are then used in selecting grasps for three typical manipulation tasks in simulations and using a real robotic system and produced successful grasp synthesis outcomes that satisfy manipulative requirements.
Was this content written or created while at USF?
Yes
Citation / Publisher Attribution
2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Hamburg, p. 485-490.
Scholar Commons Citation
Lin, Yun and Sun, Yu, "Task-Based Grasp Quality Measures for Grasp Synthesis" (2015). Computer Science and Engineering Faculty Publications. 79.
https://digitalcommons.usf.edu/esb_facpub/79
