Developed in collaboration with NASA JPL, this project explores a low-computation method to classify Martian terrain. The sensorised wheel uses spring-loaded blades and Hall effect sensors to detect sinking vs. stable surfaces — inspired by the intuitive simplicity of a walking cane. The design I created was prototyped and tested on simulated soils, the design offers a lightweight, mechanically intelligent solution for improving rover mobility and autonomy