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Legged robot surveys minerals in simulated Mars and Moon terrain

Researchers from ETH Zurich, the University of Zurich and partner institutions tested an ANYmal robot carrying a Raman spectrometer and microscopic imager in Mars and Moon analogue environments. Once an operator selected targets and uploaded a measurement sequence, the robot navigated between them, positioned its arm and collected mineralogical observations without further commands.

Four semi-autonomous Mars-analogue runs averaged 16.5 minutes and identified at least two of three targets, with all three identified in one run. A human-guided lunar-analogue run identified all three in 41 minutes and returned more useful data. The experiments used different sample sets, so the results demonstrate a speed-versus-measurement-quality trade-off rather than a controlled threefold speed advantage.

ANYmal with its arm-mounted Raman spectrometer and MICRO imager, alongside the instrument designs. Figure 1: Ligeza et al., Frontiers in Space Technologies (2026), CC BY.

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