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Methods and apparatus for multi-shot network parameter optimization

專利號
US11991581B2
公開日期
2024-05-21
申請人
Samsung Electronics Co., Ltd.(KR Suwon-si)
發(fā)明人
Hao Chen; Lianjun Li; Zhou Zhou; Yan Xin; Jianzhong Zhang
IPC分類
H04W24/00; H04W24/02; H04W36/00; H04W36/16
技術領域
gnb,beam,ue,in,or,a5,a2,ues,kpi,handover
地域: Suwon-si

摘要

A system and method of a base station are configured to enable a multi-shot network parameter optimization. The method includes generating one or more specified Key Performance Indicators (KPI) constraints based on a selected set of KPIs. The method also includes adjusting common beam parameters to tune a common beam based on the selected set of KPIs. The common beam is tuned to satisfy the one or more specified KPI constraints. The method also includes adjusting handover A2 and A5 parameters based on searching within a three-dimensional space defined by specified A2 and A5 thresholds. The method further includes transmitting one or more signals based on the adjusted the common beam parameters and the adjusted handover A2 and A5 parameters.

說明書

In certain embodiments, the beam searching procedure is greedy based. After obtaining the objective function, the KPI's are fetched and the objection function is calculated. Then, a new common beam is selected and the objective function is calculated again. Commons beam feature includes three dimensions, horizontal beam width, vertical beam width, and E-tilt. In certain embodiments, the search will start from one dimension, such as horizontal beam width 1105. During searching along one dimension, the horizontal beam width is increased. If the current objective increases 1110 in the dimension (dim), then it is determined that the previous search direction is good. As an increase in horizontal beam width is again introduced, a decrease in the current objective 1115 indicates that the previous search direction is poor and a new search direction is required. That is, if the objective function drops, the horizontal beam width is decreased. If the objective function increases with respect to a reference value 1120, then the search direction is deemed good. If the objective function drops again 1125 when the horizontal beam width is again decreased, another dimension is selected for the search 1130. For example, the system can switch to adjusting vertical beam width or adjusting E-Tilt as shown in FIG. 12 in which a first tilt, Tilt 1 1205, is selected. If the objective function increases, the E-tilt is increased to a second tilt, Tilt 2 1210. If the objective function decreases, the E-tilt is reduced to a third Tilt, Tilt 3 1215, and so forth, until a desired objective function is obtained.

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