Quick answer is you shouldn't see be seeing any android devices on your network unless they are configured with the correct WiFi password. Any android devices showing are devices it isn't the WHW. Are the android devices showing as connected or offline? if they show as 'offline' it just means they have connected in the past, has a friend used your WiFi?
Personally I would do a factory reset and see what devices show up as online.