What is it about?
Robots sent to explore the Moon and Mars struggle to move across steep slopes, loose soil, and rocky terrain. Mountain goats, by contrast, navigate extreme rocky landscapes with remarkable stability thanks to the structure of their hooves, which combine a hard outer wall with a soft, shock-absorbing inner pad. This study uses that biological design as a blueprint for a new robotic foot. The team evaluated three manufacturing materials at different cost and performance levels, ran computer simulations to check that the design can handle the forces a walking robot produces, and 3D-printed early prototypes sized for a quadruped robot. The results show the hoof geometry holds up well under load, and the next steps will involve multi-material prototypes tested on simulated lunar and Martian soil.
Featured Image
Photo by Jon Sailer on Unsplash
Why is it important?
Most planetary rovers use wheels, which wear down quickly on sharp rocks and cannot access steep or boulder-filled areas where the most valuable science targets often sit. Legged robots can reach these places, but their rigid feet still slip and lose grip on loose regolith. This work addresses that gap by proposing a foot that passively conforms to rough surfaces, the same way a mountain goat hoof does, without relying on complex sensors or control software. Because the design uses commercially available 3D-printing materials and a staged prototyping strategy from low-cost PLA up to aerospace-grade PEEK, it offers a practical path from lab concept to flight hardware. Improved foot traction could expand the reachable terrain for future planetary missions and reduce the energy robots spend just staying upright.
Perspectives
This paper came out of undergraduate research in the SRGE Laboratory, led by Ben Heckel through SIG grant. It represents an early but important step in our broader effort to make quadruped robots viable for planetary surface operations. The bio-mimetic hoof concept connects directly to our ongoing work on terrain manipulation and legged locomotion, and I look forward to seeing the multi-material prototypes tested on regolith analogs in the coming months.
Dr. Cagri Kilic
Embry-Riddle Aeronautical University
Read the Original
This page is a summary of: Advanced Manufacturing and Materials of a Bio-mimetic Hoof for Space Robotics Applications, January 2026, American Institute of Aeronautics and Astronautics (AIAA),
DOI: 10.2514/6.2026-2424.
You can read the full text:
Contributors
The following have contributed to this page







