Fortinet, Inc.
Spectral efficient selection of station clusters for concurrent data transmissions in high efficiency WLANs (wireless local access networks) using unsupervised machine learning models

Abstract:

For data packets are received from a plurality of sessions and associated with a plurality of transmitting Wi-Fi stations on the Wi-Fi network. The received data packets contend for access for transmission on the data communication network. Transmitting stations are grouped together when resource units are no longer available. Grouping can implement artificial intelligence such as K-means clustering.