Haptic-guided shared control grasping: Collision-free manipulation

Soran Parsa, Disha Kamale, Sariah Mghames, Kiyanoush Nazari, Tommaso Pardi, Aravinda R. Srinivasan, Gerhard Neumann, Marc Hanheide, Ghalamzan E. Amir

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

8 Citations (Scopus)

Abstract

We propose a haptic-guided shared control system that provides an operator with force cues during reach-to-grasp phase of tele-manipulation. The force cues inform the operator of grasping configuration which allows collision-free autonomous post-grasp movements. Previous studies showed haptic guided shared control significantly reduces the complexities of the teleoperation. We propose two architectures of shared control in which the operator is informed about (1) the local gradient of the collision cost, and (2) the grasping configuration suitable for collision-free movements of an aimed pick-and-place task. We demonstrate the efficiency of our proposed shared control systems by a series of experiments with Franka Emika robot. Our experimental results illustrate our shared control systems successfully inform the operator of predicted collisions between the robot and an obstacle in the robot's workspace. We learned that informing the operator of the global information about the grasping configuration associated with minimum collision cost of post-grasp movements results in a reach-to-grasp time much shorter than the case in which the operator is informed about the local-gradient information of the collision cost.

Original languageEnglish
Title of host publication2020 IEEE 16th International Conference on Automation Science and Engineering
Subtitle of host publicationCASE 2020
PublisherIEEE Computer Society
Pages1552-1557
Number of pages6
ISBN (Electronic)9781728169040, 9781728169033
ISBN (Print)9781728169057
DOIs
Publication statusPublished - 8 Oct 2020
Externally publishedYes
Event16th IEEE International Conference on Automation Science and Engineering - Hong Kong, Hong Kong
Duration: 20 Aug 202021 Aug 2020
Conference number: 16

Publication series

NameIEEE International Conference on Automation Science and Engineering
PublisherIEEE
Volume2020-August
ISSN (Print)2161-8070
ISSN (Electronic)2161-8089

Conference

Conference16th IEEE International Conference on Automation Science and Engineering
Abbreviated titleCASE 2020
Country/TerritoryHong Kong
CityHong Kong
Period20/08/2021/08/20

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