Any 2.4Ghz cordless phones in your area? Microwave ovens? All sorts of devices can and do cause problems with WiFi.
You could try using a dual-band router. There isn't much noise at 5Ghz (yet). The iPad supports dual-band. There are lots of threads on this forum that describe how to use a different router.
Good Luck.