Fracture-based grasping: dynamic impact enables predictable robotic anchoring to freshwater ice
Abstract Gripping to smooth and wavy substrates, such as naturally occurring ice, presents a challenge for climbing robots in the field. Existing ice anchoring solutions require either substantial initial surface compression force (drilling; at least 50 Newtons) or require large energy expenditure (thermal picks; almost 1000 Joules). We present an anchoring mechanism capable of attaching to ice with lower initial surface compression force and lower energy consumption compared to drill-based or melt-based methods. The system leverages surface fracture caused by dynamic impacts with axes – inspired by mountaineers – to create indentations for grasping. A model describes the indentation depth, recoil energy, and surface compression force required for anchoring success, each as a function of impact energy. An integrated dual-ax gripper system successfully generates usable indents with as low as 8.3 Newtons of initial surface compression force and 8 Joules of combined mechanical potential energy on -14 ∘ C freshwater ice – a result consistent with first-principle model predictions. The gripper then successfully holds its own weight on steep glacier slopes in the field. These results indicate fracture-based grasping approaches are promising for climbing systems on ice. This concept can also apply to other surfaces such as wood, rock, and packed soil.
Authors
- Hannah S. Stuart (ORCID: https://orcid.org/0000-0003-4628-6561)
- Andrew Galassi (ORCID: https://orcid.org/0000-0002-0345-3406)
- A. Trebi-Ollennu
- Panayiotis Papadopoulos
Institutions
- Jet Propulsion Laboratory (US)
- University of California, Berkeley (US)
Publication Details
- Journal
- npj Robotics
- Published
- 2026-03-27
- DOI
- https://doi.org/10.1038/s44182-026-00085-0
- Primary Topic
- Winter Sports Injuries and Performance
- Type
- article
- Field-Weighted Citation Impact
- 0.00