That was my thought too, except my nearest neighbor is over 200 yards away and over a hill.
http://electronics.howstuffworks.com/gadgets/travel/wifi-detectors1.htm
World record, as of 2007, was 304 kilometers with special equipment.
http://newatlas.com/go/7878/