Smart meters give off RF radiation. RF radiation is low-energy radiation. ... Because RF radiation is a possible carcinogen, and smart meters give off RF radiation, it is possible that smart meters could increase cancer risk. Still, it isn't clear what risk, if any there might be from living in a home with a smart meter.