Abstract
Aerial grasping empowers unmanned aerial vehicles to find applications beyond structured logistics. However, it brings a number of challenges including inaccurate positioning of the end effector and limited energy sources. Moreover, solutions so far have difficulty in handling a variety of objects. A novel closed structure compliant gripper was developed to address the challenges above. The gripper has a large self-centering work envelope and is normally-closed for passive grasping. Introduction of compliance as a form of morphological computation was also considered to enhance grasping capabilities, where multi-material 3D printing would facilitate rapid design changes based on target application. To grasp different objects, the gripper has hot-swappable 3D printed fingertips which are optimized with a multi-objective Bayesian Optimization process using physical bench experiments mimicking drone grasping and ascent on a common object set. The morphology of the fingertip including tip width, curvature and distribution of soft and hard material on contact surface, are optimized with a bench test that mimics quadcopter takeoff and landing. The best design from optimization shows an improvement of more than 10% from the initial design in successful grasp operations, demonstrated by field tests with a quadcopter.
| Original language | English |
|---|---|
| Pages (from-to) | 887-894 |
| Number of pages | 8 |
| Journal | IEEE Robotics and Automation Letters |
| Volume | 6 |
| Issue number | 2 |
| DOIs | |
| Publication status | Published - Apr 2021 |
Keywords
- Aerial systems applications
- grasping
- soft robot applications
Projects
- 1 Finished
-
Towards efficient search by autonomous mobile robots in uncertain environments: an investigation of the fundamental biologically inspired principle
Nurzaman, S. (Primary Chief Investigator (PCI)), Ong, S. H. (Chief Investigator (CI)), Binti Che Yusoff, N. (Chief Investigator (CI)) & Chee Pin, T. (Chief Investigator (CI))
15/08/17 → 14/11/21
Project: Research
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