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    • 1. 发明授权
    • Binning of results from loop qualification tests
    • 来自循环资格测试的结果的分组
    • US06985444B1
    • 2006-01-10
    • US09692169
    • 2000-10-19
    • Joseph S. Rosen
    • Joseph S. Rosen
    • H04L12/26
    • H04M3/306H04L41/00H04L41/147Y10S370/904
    • The present invention provides a method and apparatus for performing line qualification tests, and binning the results of such testing. The lines are tested to determine or estimate various characteristics of the line. Physical characteristics of the line may be estimated (e.g. line length, line gauge, insertion loss). The presence of devices on the line such as load coils, bridged taps, terminations and the like may also be determined. A prediction of the data rate the loop can support is made from the measured and estimated line conditions. The results are binned according to certain criteria and to provide an easily discernable status of the line. The binning can be performed by a computer using software designed specifically for this purpose. The binned results may include a first category indicating the line cannot support a certain level of high speed access. The binned results may also include a second category indicating the line can support a certain level of high speed access. The results may also include a third category indicating the line cannot currently support a certain level of high speed access but would be able to upon removal of an impediment. A fourth category indicating the characteristics of the selected line fall outside the area of coverage of the test system may also be included. Each category may be assigned a respective color in order to make the status of the line easily discernable. The testing and binning may be performed for a variety of different high speed access levels. Customers can be charged different rates dependent upon the level of service made available to them.
    • 本发明提供一种用于执行线路鉴定测试的方法和装置,并且对这种测试的结果进行合并。 测试线路以确定或估计线路的各种特性。 可以估计线的物理特性(例如线长度,线规,插入损耗)。 也可以确定线路上的装置如负载线圈,桥接抽头,终端等的存在。 通过测量和估计的线路条件可以预测环路可以支持的数据速率。 结果根据某些标准进行分包,并提供一个容易识别的状态。 分箱可以由使用专门为此目的设计的软件的计算机执行。 分箱结果可能包括第一个类别,表示该行不能支持一定级别的高速访问。 分箱结果还可以包括第二类别,指示线路可以支持一定程度的高速接入。 结果还可以包括第三类别,表示线路当前不能支持某一级别的高速接入,但是能够在消除障碍物时。 也可以包括指示所选线路的特征的第四类别落在测试系统的覆盖范围之外。 每个类别可以分配相应的颜色,以便使线的状态容易辨别。 可以针对各种不同的高速访问级别执行测试和合并。 客户可以根据他们提供的服务水平向不同的费率收取费用。
    • 2. 发明授权
    • Multistage machine learning process
    • 多级机器学习过程
    • US06513025B1
    • 2003-01-28
    • US09457989
    • 1999-12-09
    • Joseph S. Rosen
    • Joseph S. Rosen
    • G06N502
    • G06N5/025
    • The present invention includes a mechanism for applying expert knowledge and machine-learning routines to a continuous stream of information. The present method comprises learning a set of dependability models, one for each classification model, that characterize the situations in which each of the classification models is able to make correct predictions. At appropriate intervals the method produces new fault localization knowledge in the form of decision-tree based classification and dependability models. Such knowledge is used to enhance the existing classification knowledge already available. Each of these classification models has a particular sub-domain where it is the most reliable, and hence the best choice to use. For future unlabeled examples, these dependability models are consulted to select the most appropriate classification model, and the prediction of that classification model is then accepted.
    • 本发明包括一种用于将专业知识和机器学习例程应用于连续的信息流的机制。 本方法包括学习一组可靠性模型,一个用于每个分类模型,其表征每个分类模型能够做出正确预测的情况。 在适当的间隔下,该方法以基于决策树的分类和可靠性模型的形式产生新的故障定位知识。 这些知识用于增强现有的已有的分类知识。 这些分类模型中的每一个具有特定的子域,它是最可靠的,因此是使用的最佳选择。 对于未来未标记的示例,可以参考这些可靠性模型来选择最合适的分类模型,然后接受该分类模型的预测。
    • 6. 发明授权
    • Method for testing DSL capability of telephone lines
    • 测试电话线路DSL能力的方法
    • US07515691B2
    • 2009-04-07
    • US10956816
    • 2004-10-01
    • Roderick WarnerMuhammad A. AfzalFrank R. BauerJoseph S. Rosen
    • Roderick WarnerMuhammad A. AfzalFrank R. BauerJoseph S. Rosen
    • H04M1/24H04M3/08H04M3/22
    • H04M3/306H04M3/2209
    • A system and method for performing DSL assessments of a telephone line along a prescribed test path is disclosed. The disclosed system includes a loop diagnostic test unit adapted for testing said telephone line using narrow-band and mid-band frequency test signals; a test system controller and a test system server to provide the DSL assessments to a user via an appropriate interface. In addition, the disclosed methods include the basic steps of: accessing the telephone line along the test path that includes selected hardware such as a voice switch test bus, central office splitter, service provider instruments and terminations; ascertaining various line characteristics along the test path using mid-band and narrow-band frequency signals; analyzing the line characteristics to identify line conditions that affect DSL service; and determining the impact of the line conditions on DSL service.
    • 公开了一种用于沿着规定的测试路径执行电话线的DSL评估的系统和方法。 所公开的系统包括适于使用窄带和中频频率测试信号测试所述电话线的环路诊断测试单元; 测试系统控制器和测试系统服务器,以通过适当的接口向用户提供DSL评估。 此外,所公开的方法包括以下基本步骤:沿着包括所选硬件(例如语音切换测试总线,中心局分离器,服务提供商仪器和终端)的测试路径访问电话线; 使用中频带和窄带频率信号确定沿着测试路径的各种线路特性; 分析线路特性以识别影响DSL服务的线路条件; 并确定线路条件对DSL服务的影响。
    • 8. 发明授权
    • Method for assessing DSL capability of telephone lines
    • 评估电话线DSL能力的方法
    • US07653180B2
    • 2010-01-26
    • US10956170
    • 2004-10-01
    • Roderick WarnerMuhammad A. AfzalFrank R. BauerJoseph S. Rosen
    • Roderick WarnerMuhammad A. AfzalFrank R. BauerJoseph S. Rosen
    • H04M1/24
    • H04M3/306H04B3/46
    • A test system and method for performing DSL assessments of a telephone line along a prescribed test path is disclosed. The disclosed test system and method includes a loop diagnostic test unit adapted for testing said telephone line using narrow-band and mid-band frequency test signals; a test system controller and a test system server to provide the DSL assessments to a user via an appropriate interface. In addition, the disclosed analysis methods utilize primary line condition information, secondary line condition information, historical line information, together with real-time measurements and external data inputs to perform line imbalance analysis, fault identification analysis, trend analysis, and jurisdictional analysis all of which have relevance to quality, performance and assurance of DSL service through the telephone line.
    • 公开了一种用于沿着规定的测试路径执行电话线的DSL评估的测试系统和方法。 所公开的测试系统和方法包括一个环路诊断测试单元,适用于使用窄带和中频频率测试信号测试所述电话线; 测试系统控制器和测试系统服务器,以通过适当的接口向用户提供DSL评估。 此外,所公开的分析方法利用一次线条件信息,二次线条件信息,历史线信息,连同实时测量和外部数据输入进行线路不平衡分析,故障识别分析,趋势分析和管理分析 它们通过电话线与DSL服务的质量,性能和保证相关。
    • 10. 发明授权
    • Method and apparatus for bridged tap impact analysis
    • 桥接冲击分析的方法和装置
    • US07042983B2
    • 2006-05-09
    • US10399641
    • 2001-10-19
    • Frank R. BauerDavid J. GroesslJoseph S. Rosen
    • Frank R. BauerDavid J. GroesslJoseph S. Rosen
    • H04M1/24H04M3/08H04M3/22
    • H04M3/30H04M3/08H04M3/305
    • A method and system for qualifying telephone lines for high speed data services. The system takes measurements on a line under test and matches those measurements to a model of a line. The model of the line is used to predict whether the line will support data services at a particular level. If the model of the line includes a service affecting condition that is removable from the line, a new model is created reflecting the line as it would appear with the service affecting condition removed. The new model is then used to predict performance. If the required performance level is predicted based on the new model, the line is categorized as a line that can not support the required level of data services, but could if repaired. In this way, an accurate and useful prediction of line performance is provided.
    • 一种用于高速数据业务电话线合格的方法和系统。 系统对被测试线路进行测量,并将这些测量值与线路模型进行匹配。 该行的模型用于预测该行是否将支持特定级别的数据服务。 如果该行的模型包含可从行中移除的服务影响条件,则将创建一个反映行的新模型,因为它将在删除服务影响条件时显示。 然后使用新模型来预测性能。 如果基于新模型预测所需的性能级别,则该行被分类为不能支持所需级别的数据服务的行,但是如果被修复。 以这种方式,提供了线性能的准确有用的预测。