TRIDENT Drill Performance and Subsurface Fault and Anomaly Detection in Antarctic Environments

The Regolith and Ice Drill for Exploring New Terrain (TRIDENT), a 1-meter rotary percussive drill developed by Honeybee Robotics, is designed for extraterrestrial subsurface exploration. Because extraterrestrial drilling cannot rely on prior subsurface characterization or direct human operation, adaptive state estimation and anomaly detection are necessary for reliable autonomous drilling. We evaluate TRIDENT’s drilling performance in planetary analog environments during fieldwork in Schirmacher Oasis and Lake Untersee, Antarctica, including cold-desert permafrost terrain, glacially smoothed rock, ice-covered surfaces, subsurface frozen boundary layers, and ice-rock transitions representative of planetary subsurfaces. This paper investigates subsurface fault and anomaly detection methods for planetary drilling with minimal prior training data while further characterizing TRIDENT’s operational performance across representative analog terrains.