公开(公告)号：US10321344B2

公开(公告)日：2019-06-11

申请号：US15596715

申请日：2017-05-16

Applicant: CISCO TECHNOLOGY, INC.

Inventor： Robert Edgar Barton ,  Jerome Henry ,  Gerard Ian McGarry ,  Stephen M. Orr ,  Santosh Pandey

IPC: H04W24/08 ,  H04B17/391 ,  H04W84/12

Abstract: An example method is provided in one example embodiment and may include gathering current wireless local area network (WLAN) data for a WLAN, wherein the WLAN data comprises network data, Radio Frequency (RF) data, and transmission data for a plurality of user equipment (UE) operating within the WLAN; generating a plurality of color maps; merging the plurality of color maps to generate a combined color map; and calculating a predicted application score for at least one UE operating within the WLAN based, at least in part, on application of the combined color map to a trained statistical model that represents linking relationships between the WLAN data gathered for the WLAN and a plurality of possible application scores for the plurality of UE. The plurality of color maps can include an RF color map, a transmission color map, and a Quality of Service color map.