A method includes receiving wireless signals from a device at a wireless access point associated with a wireless network. The method also includes estimating a location of the device and determining whether the estimated location is within a specified area. In addition, the method includes allowing the device to communicate over the wireless network in response to determining that the estimated location is within the specified area. Estimating the device's location could include estimating a direction of the device with respect to the wireless access point and/or estimating a distance of the device from the wireless access point. Estimating the direction of the device could include using a direction of arrival of at least one wireless message received at the wireless access point from the device. Estimating the distance of the device could include transmitting multiple messages to the device at different power levels and receiving one or more responses from the device.