Cluster-based derivation of antenna tilts in a wireless network

摘要

Systems, methods, and apparatus for cluster-based optimization of antenna tilts in a wireless network are presented herein. A screening component can receive information indicating wireless conditions of respective wireless access points of a geographical region, select, based on a performance criterion, an access point of the respective wireless access points, and group the access point and an other access point of the respective wireless access points into a representation of a cluster of access points. Further, an optimization component can derive antenna tilt values for respective access points of the cluster of the access points in response to a simulation of an application of the antenna tilt values to the respective access points. Furthermore, an implementation component can direct the antenna tilt values to respective components of the respective access points.

主权项

1. A method, comprising:
receiving, by a system comprising a processor, information representing wireless conditions of wireless access point devices; selecting, by the system based on a criterion, a first target access point device of the wireless access point devices; creating, by the system based on data received by the first target access point device from a mobile device, a first representation of a first cluster of the wireless access point devices comprising the first target access point device and a first neighbor access point device, wherein the first target access point corresponds to a first wireless coverage area that is adjacent to a second wireless coverage area of the first neighbor access point device; and in response to estimating an impact of an application of antenna tilt parameters corresponding to a first wireless access technology based on a portion of the information that is associated with a selected access point device of the first cluster of the wireless access point devices, selecting, by the system, the antenna tilt parameters for the first cluster of the wireless access point devices, wherein the selected access point device is associated with a second wireless access technology different from the first wireless access technology.