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公开(公告)号：US20150024768A1
公开(公告)日：2015-01-22
申请号：US14511562
申请日：2014-10-10
Applicant: AT&T Intellectual Property I, LP
Inventor： Rong Duan , Siu-Tong Au , Heeyoung Kim , Guang-Qin Ma
CPC classification number: H04W24/02 , H04L41/0816 , H04L43/067 , H04L43/16 , H04W16/24 , H04W24/08
Abstract: A method that collects data and subjects it to statistical analysis to detect localized events, which assists in network provisioning. illustratively, the data employed is hourly network traffic count that is collected at cell sites. By taking the advantage of additive property of Poisson process, the method integrates spatial neighbor information by aggregating temporal data in various areas, and iteratively estimating the event location and the radius of event impact by examining the posterior probability base on the aggregated data.
Abstract translation: 收集数据并对其进行统计分析以检测本地化事件的方法，这有助于网络配置。 例如，采用的数据是在小区站点收集的小时网络流量计数。 通过利用泊松过程的附加属性，该方法通过聚合各个区域的时间数据来集成空间邻居信息，并且通过基于聚合数据检查后验概率来迭代地估计事件位置和事件影响的半径。
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公开(公告)号：US09544785B2
公开(公告)日：2017-01-10
申请号：US14511562
申请日：2014-10-10
Applicant: AT&T Intellectual Property I, LP
Inventor： Rong Duan , Siu-Tong Au , Heeyoung Kim , Guang-Qin Ma
CPC classification number: H04W24/02 , H04L41/0816 , H04L43/067 , H04L43/16 , H04W16/24 , H04W24/08
Abstract: A method collects data and subjects it to statistical analysis to detect localized events, which assists in network provisioning. Illustratively, the data employed is hourly network traffic counts that are collected at cell sites. By taking advantage of the additive property of a Poisson process, the method integrates spatial neighbor information by aggregating temporal data in various areas, and iteratively estimating the event location and the radius of event impact by examining the posterior probability based on the aggregated data.
Abstract translation: 一种方法收集数据并对其进行统计分析，以检测本地化事件，这有助于网络配置。 说明性地，所采用的数据是在小区站点收集的小时网络流量计数。 通过利用泊松过程的附加属性，该方法通过聚合各个区域的时间数据来集成空间邻居信息，并且通过基于聚合数据检查后验概率来迭代地估计事件位置和事件影响的半径。
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