A wireless network is adapted with a wireless network switch in communication with a plurality of access points, which are in communication with one or more stations. Specifically, a network device may receive a plurality of request messages on a plurality of wireless communication channels through a plurality of access points. The request messages are originated from a single station. Furthermore, the network can extract a plurality of channel identifiers from the request messages, and generates a filtered radio frequency neighborhood list dynamically based on the extracted channel identifiers.