Wireless environment information is obtained by aggregating data corresponding to wireless signals detected by wireless devices in the wireless environment. A wireless device is configured to obtain additional information for a wireless environment based on determining that wireless environment information is insufficient. One or more devices are configured based at least on the additional information.