Beyond human vision, radio waves can see through some materials and penetrate smoke and fog more effectively than light waves because their wavelengths are orders of magnitude longer.

Nonetheless, robots have historically only used a small set of tools: either classic radar, which can see through walls and other obstructions but generates rudimentary, low-resolution images, or cameras and LiDAR, which provide detailed images but perform poorly in difficult situations.