How do humans operate in those conditions? Reducing speed and watching carefully: if anything, sensors need to move to a position where they are better shielded, eg. some can go behind a windshield, exactly where human eyes sit.

Or they could be in a better self-cleaning container (a la windshield wipers and xenon headlights).