Couldn't you still get a reliable GPS fix by observing over longer time periods? But it requires a relatively expensive hardware component so geolocating via nearby wifi APs would definitely be cheaper. Google offers a convenient API for that and there's a semi-public database over at WiGLE.

https://developers.google.com/maps/documentation/geolocation...

https://wigle.net/