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AUTOMATIC MEASUREMENT APPARATUS AND METHOD FOR MOBILE COMMUNICATION SYSTEM APPLYING AN ADAPTIVE SAMPLING ALGORITHM

机译:应用自适应采样算法的移动通信系统自动测量装置及方法

摘要

The present invention relates to a device and method for automatically measuring a mobile communications system having an adaptive sampling scheme applied thereto. Even when data in one frequency band are not predicted by utilizing measurement data of another frequency band based on correlation between measurement data or a lot test is not performed through sampling inspection, quality of an overall product may be ensured. The method according to the present invention comprises the steps of: confirming data with respect to each item of a frequency band selectable in a mobile communications system, and constructing the data as a database; constructing a regression model for predicting a measurement value of the items in a non-measured frequency band by using a measurement value of an item in a measured frequency band; estimating an aposteriori distribution of the item result in a frequency band by applying the Bayesian analysis scheme to the regression model; and measuring an item representative value in the frequency band with respect to a sample in the mobile communications system to be inspected, and predicting the item value in a remaining frequency band through the regression model when the item representative value is suitable for fair quality data.
机译:本发明涉及一种用于自动测量具有自适应采样方案的移动通信系统的设备和方法。即使在基于测量数据之间的相关性而没有利用另一频带的测量数据来预测一个频带中的数据的情况下,或者即使没有通过抽样检查进行批量测试,也可以确保整体产品的质量。根据本发明的方法包括以下步骤:确认关于在移动通信系统中可选择的频带的每个项目的数据;以及将该数据构建为数据库;以及通过使用测量频带中的项目的测量值,构建用于预测未测量频带中的项目的测量值的回归模型;通过将贝叶斯分析方案应用于回归模型来估计项目结果的后验分布在频带中;相对于被检查的移动通信系统中的样本,测量该频带中的项目代表值,并且当该项目代表值适合于公平质量数据时,通过回归模型预测剩余频带中的项目值。

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