Shared-Control Teleoperation Paradigms on a Soft-Growing Robot Manipulator

被引:5
|
作者
Stroppa, Fabio [1 ]
Selvaggio, Mario [2 ]
Agharese, Nathaniel [3 ]
Luo, Ming [4 ]
Blumenschein, Laura H. [5 ]
Hawkes, Elliot W. [6 ]
Okamura, Allison M. [3 ]
机构
[1] Kadir Has Univ, Comp Engn Dept, TR-34083 Istanbul, Turkiye
[2] Univ Naples Federico II, Elect Engn & Informat Technol Dept, I-80125 Naples, Italy
[3] Stanford Univ, Mech Engn Dept, Stanford, CA 94305 USA
[4] Washington State Univ, Sch Mech & Mat Engn, Pullman, WA 99163 USA
[5] Purdue Univ, Sch Mech Engn, W Lafayette, IN 47907 USA
[6] UC Santa Barbara, Mech Engn Dept, Santa Barbara, CA 93105 USA
基金
美国国家科学基金会;
关键词
Shared control; Teleoperation; Human-machine interaction; Haptics; Soft robotics; AUTONOMY; SYSTEMS; DESIGN;
D O I
10.1007/s10846-023-01919-x
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Semi-autonomous telerobotic systems allow both humans and robots to exploit their strengths while enabling personalized execution of a remote task. For soft robots with kinematic structures dissimilar to those of human operators, it is unknown how the allocation of control between the human and the robot changes the performance. This work presents a set of interaction paradigms between a human and a remote soft-growing robot manipulator, with demonstrations in both real and simulated scenarios. The soft robot can grow and retract by eversion and inversion of its tubular body, a property we exploit in the interaction paradigms. We implemented and tested six different human-robot interaction paradigms, with full teleoperation at one extreme and gradually adding autonomy to various aspects of the task execution. All paradigms are demonstrated by two experts and two naive operators. Results show that humans and the soft robot manipulator can effectively split their control along different degrees of freedom while acting simultaneously to accomplish a task. In the simple pick-and-place task studied in this work, performance improves as the control is gradually given to the robot's autonomy, especially when the robot can correct certain human errors. However, human engagement is maximized when the control over a task is at least partially shared. Finally, when the human operator is assisted by haptic guidance, which is computed based on soft robot tip position errors, we observed that the improvement in performance is dependent on the expertise of the human operator.
引用
收藏
页数:17
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