DELTAHANDS: A Synergistic Dexterous Hand 

Framework Based on Delta Robots

Zilin Si, Kevin Zhang, Oliver Kroemer, F. Zeynep Temel

The Robotics Institute, Carnegie Mellon University

📎 Paper  📎 Codes 📎 Design files

Overview

DELTAHANDS is a synergistic dexterous hand framework that utilizes soft Delta robots. Delta hands are low-cost, easy to build and control, and highly configurable regarding design parameters. We characterize the Delta robot's kinematics accuracy, force profile, and workspace range which can guide the design and configuration of our robotic hands. We present two different actuation synergies to reduce the control difficulty and energy consumption while keeping the hands' dexterity. And we show the capability of using the hand framework to further explore various synergistic configurations. We demonstrate diverse object grasping with hand prototypes and quantitative evaluations in the simulator. Furthermore, we teleoperate a Delta hand with a Franka robot arm to complete three dexterous manipulation tasks: cloth folding, cap opening, and cable arrangement.

Design

The structure of Delta hands is modularized to fingertips, fingers, hand frame, and actuators from top to down. This greatly simplifies hand manufacturing and re-configurations by simply modifying or replacing certain components. 

Delta robots (fingers) & fingertips

Hand frame

Actuators & Electronics

Control

We provide both 

1) the Arduino codes including low-level PID control and communication between the actuators and the micro-controller [link]

2) the Python codes including Delta hands' kinematics and communication between the micro-controller and control pc [link]

Simulation

We provide

1) A URDF generator to generate Delta hand configurations [link]

2) A simulation environment based on PyBullet for manipulation [link]

Grasping

We demonstrate grasping with both simulated and real Delta hands on various objects.

Grasping in simulation

025_mug_grasp.mp4

Mug

011_banana_grasp.mp4

Banana

043_phillips_screwdriver_grasp.mp4

Screwdriver

073-a_lego_duplo_grasp.mp4

Lego block

Grasping in real world

mug-real.mp4

Mug

banana-real.mp4

Banana

screwdriver-real.mp4

Screwdriver

lego-real.mp4

Lego block

Pulling force tests

Maximum before-slipping pulling forces on objects with different size, shape, and surface frictions. 

Finger-gaiting

We demonstrate finger-gaiting with a 9-actuator Delta hand on two objects.

ball-finger-gaiting (1).mp4

Sphere sponge ball

football-finger-gaiting (2).mp4

Toy football

Teleoperation

We demonstrate teleoperation on three manipulation tasks: cloth folding, cap opening, and cable arrangement.

cloth-folding.mp4

Cloth folding

cap-opening.mp4

Cap opening

cable-arrangement.mp4

Cable arrangement

BibTex

@article{si2023deltahands,

  title={DELTAHANDS: A Synergistic Dexterous Hand Framework Based on Delta Robots},

  author={Si, Zilin and Zhang, Kevin and Kroemer, Oliver and Temel, F Zeynep},

  journal={arXiv preprint arXiv:2310.05266},

  year={2023}

}