System and method for automated software testing based on machine learning (ML)

    公开(公告)号:US10572374B2

    公开(公告)日:2020-02-25

    申请号:US15697436

    申请日:2017-09-06

    摘要: The invention provides a system and method for automated software testing based on Machine Learning (ML). The system automatically picks up results of the software test automation reports from software test automation framework. The report parser parses the failures from the report. A ML engine compares them with the failures that are known or present in the NoSQL database. After the creation of bug ticket in the defect-tracking tool, an automated notification system notifies the stakeholders via email or instant messaging about the status of the respective ticket. A feedback to the system by software test engineer helps to make the system learn or adjust the decision making to be more precise.

    Method and apparatus for cell selection and handover in LTE-advanced heterogeneous networks
    2.
    发明授权
    Method and apparatus for cell selection and handover in LTE-advanced heterogeneous networks 有权
    LTE高级异构网络中小区选择和切换的方法和装置

    公开(公告)号:US09131417B2

    公开(公告)日:2015-09-08

    申请号:US13743605

    申请日:2013-01-17

    摘要: Example implementations are directed to systems and methods based on physical broadcast channel (PBCH) muting are utilized to avoid frequent cell selection/reselection and handover in a LTE-advanced heterogeneous network. In the example implementations, a pico eNB that is fully covered by a macro eNB or other pico eNBs transmits blank PBCH such that it is inaccessible to the UEs who perform cell selection/reselection. Furthermore, a macro eNB may handover a UE to the inaccessible pico eNB by signalling the necessary information to the UE to detect the inaccessible pico eNB. Frequent cell selection/reselection and handover may therefore be avoided in a dense deployment situation.

    摘要翻译: 示例性实现涉及基于物理广播信道(PBCH)静音的系统和方法,以避免在LTE高级异构网络中频繁的小区选择/重选和切换。 在示例实现中,完全由宏eNB或其他微微eNB覆盖的微微eNB发送空白PBCH,使得执行小区选择/重选的UE不可访问。 此外,宏eNB可以通过向UE发送必要的信息来检测不可访问的微微eNB,从而将UE切换到不可访问的微微eNB。 因此,在密集部署情况下可以避免频繁的小区选择/重选和切换。

    POWER CONTROL IN LTE-ADVANCED HETEROGENEOUS NETWORKS
    3.
    发明申请
    POWER CONTROL IN LTE-ADVANCED HETEROGENEOUS NETWORKS 有权
    LTE高级异构网络中的功率控制

    公开(公告)号:US20130343291A1

    公开(公告)日:2013-12-26

    申请号:US13532401

    申请日:2012-06-25

    IPC分类号: H04W72/04 H04W52/24

    CPC分类号: H04W52/244 H04B17/345

    摘要: Embodiments described herein are directed to a power control scheme for Long Term Evolution Advanced (LTE-A) heterogeneous networks to reduce the interference from macro base stations (BS) to pico user equipment (UE). The embodiments described herein may be used to develop LTE-A heterogeneous networks to balance the achievable throughput between macro and pico UEs and may thereby improve the overall system performance.

    摘要翻译: 本文描述的实施例涉及用于长期演进高级(LTE-A)异构网络的功率控制方案,以减少从宏基站(BS)到微微用户设备(UE)的干扰。 本文描述的实施例可以用于开发LTE-A异构网络以平衡宏和微微UE之间的可实现吞吐量,并且因此可以提高整个系统性能。

    Fast generalized decision feedback equalizer precoder implementation for multi-user multiple-input multiple-output wireless transmission systems

    公开(公告)号:US08571138B2

    公开(公告)日:2013-10-29

    申请号:US13447415

    申请日:2012-04-16

    申请人: Sudhanshu Gaur

    发明人: Sudhanshu Gaur

    IPC分类号: H04K1/02

    摘要: A technique is used to realize a generalized decision feedback equalizer (GDFE) Precoder for multi-user multiple-input multiple-output (MU-MIMO) systems, which significantly reduces the computational cost while resulting in no capacity loss. The technique is suitable for improving the performance of various MU-MIMO wireless systems including future 4G cellular networks. In one embodiment, a method for configuring a GDFE precoder in a base station of a MU-MIMO wireless system having k user terminals, each user terminal having associated therewith a feedforward filter. The method comprises computing a filter matrix C using one of a plurality of alternative formulas of the invention; and, based on the computation of the filter matrix C, computing a transmit filter matrix B for a transmit filter used to process a symbol vector obtained after a decision feedback equalizing stage of the GDFE precoder, a feedforward filter matrix F, and an interference pre-cancellation matrix G.

    Allocation of subframes for uplink and downlink transmission in TDD-LTE
    5.
    发明授权
    Allocation of subframes for uplink and downlink transmission in TDD-LTE 失效
    TDD-LTE中上行和下行传输子帧的分配

    公开(公告)号:US08553639B2

    公开(公告)日:2013-10-08

    申请号:US13368264

    申请日:2012-02-07

    CPC分类号: H04W72/0446 H04W72/0486

    摘要: Systems and methods are directed to deciding the number of subframes in a frame to use for uplink transmission, with the remaining frames used for downlink transmission for a Base Station (BS) in a Time Division Duplexing Long Term Evolution (TDD-LTE). Systems and methods are based on the number of User Equipment (UEs) that the BS has to serve in the uplink and in the downlink, as well as the uplink (UL) and downlink (DL) traffic loads per user. Systems and methods are directed to allowing a TDD LTE BS to partition the subframes in a frame for its UL and DL traffic.

    摘要翻译: 系统和方法旨在确定用于上行链路传输的帧中的子帧的数量,其中剩余帧用于时分双工长期演进(TDD-LTE)中的基站(BS)的下行链路传输。 系统和方法基于BS在上行链路和下行链路以及每个用户的上行链路(UL)和下行链路(DL)业务负载中服务的用户设备(UE)的数量。 系统和方法旨在允许TDD LTE BS对其UL和DL业务的帧中的子帧进行分区。

    FAST GENERALIZED DECISION FEEDBACK EQUALIZER PRECODER IMPLEMENTATION FOR MULTI-USER MULTIPLE-INPUT MULTIPLE-OUTPUT WIRELESS TRANSMISSION SYSTEMS
    6.
    发明申请
    FAST GENERALIZED DECISION FEEDBACK EQUALIZER PRECODER IMPLEMENTATION FOR MULTI-USER MULTIPLE-INPUT MULTIPLE-OUTPUT WIRELESS TRANSMISSION SYSTEMS 失效
    用于多用户多输出多输出无线传输系统的快速一般决策反馈均衡器预处理器实现

    公开(公告)号:US20120201200A1

    公开(公告)日:2012-08-09

    申请号:US13447415

    申请日:2012-04-16

    申请人: Sudhanshu GAUR

    发明人: Sudhanshu GAUR

    摘要: A technique is used to realize a generalized decision feedback equalizer (GDFE) Precoder for multi-user multiple-input multiple-output (MU-MIMO) systems, which significantly reduces the computational cost while resulting in no capacity loss. The technique is suitable for improving the performance of various MU-MIMO wireless systems including future 4G cellular networks. In one embodiment, a method for configuring a GDFE precoder in a base station of a MU-MIMO wireless system having k user terminals, each user terminal having associated therewith a feedforward filter. The method comprises computing a filter matrix C using one of a plurality of alternative formulas of the invention; and, based on the computation of the filter matrix C, computing a transmit filter matrix B for a transmit filter used to process a symbol vector obtained after a decision feedback equalizing stage of the GDFE precoder, a feedforward filter matrix F, and an interference pre-cancellation matrix G.

    摘要翻译: 一种技术用于实现多用户多输入多输出(MU-MIMO)系统的广义判决反馈均衡器(GDFE)预编码器,显着降低了计算成本,同时导致无容量损失。 该技术适用于改善包括未来4G蜂窝网络在内的各种MU-MIMO无线系统的性能。 在一个实施例中,一种用于在具有k个用户终端的MU-MIMO无线系统的基站中配置GDFE预编码器的方法,每个用户终端具有与其相关联的前馈滤波器。 该方法包括使用本发明的多个替代公式之一来计算滤波器矩阵C; 并且基于滤波器矩阵C的计算,计算用于处理在GDFE预编码器的判定反馈均衡级,前馈滤波器矩阵F和干扰预处理之后获得的符号向量的发射滤波器的发射滤波器矩阵B 取消矩阵G.

    TOMLINSON HARASHIMA PRECODING WITH ADDITIONAL RECEIVER PROCESSING IN A MULTI-USER MULTIPLE-INPUT MULTIPLE-OUTPUT WIRELESS TRANSMISSION SYSTEM
    7.
    发明申请
    TOMLINSON HARASHIMA PRECODING WITH ADDITIONAL RECEIVER PROCESSING IN A MULTI-USER MULTIPLE-INPUT MULTIPLE-OUTPUT WIRELESS TRANSMISSION SYSTEM 有权
    在多用户多输入多输出无线传输系统中使用附加接收器处理的TOMLINSON HARASHIMA预处理

    公开(公告)号:US20120082256A1

    公开(公告)日:2012-04-05

    申请号:US13377866

    申请日:2010-03-19

    IPC分类号: H04B15/00 H04L27/28

    摘要: A method for processing user symbols with Tomlinson Harashima precoder (THP) in a base station, of a wireless system having K user terminals (UEs) which communicate with the base station via an uplink channel and corresponding downlink (DL) channel, comprises estimating a DL channel matrix Hk; determining receiver processing matrix Vk; computing an effective matrix DL channel Heff; performing QR decomposition of Heff; computing THP matrices; calculating scalar weights for the UEs; processing user symbols by the THP having the THP matrices to produce an output of filtered vector symbols for the UEs; directing output of the THP to the channel represented by the DL channel matrix through which communications occur in the wireless system with the UEs; performing additional receiver processing on the transmitted signals at the UEs based on Vk for each of the K UEs; and using the scalar weights on the transmitted signals at the UEs.

    摘要翻译: 一种用于在具有通过上行链路信道和对应的下行链路(DL)信道与基站进行通信的K个用户终端(UE)的无线系统的基站中用Tomlinson Harashima预编码器(THP)处理用户符号的方法,包括: DL通道矩阵Hk; 确定接收机处理矩阵Vk; 计算有效矩阵DL信道Heff; 执行Heff的QR分解; 计算THP矩阵; 计算UE的标量权重; 通过具有THP矩阵的THP处理用户符号以产生用于UE的滤波后的矢量符号的输出; 将THP的输出引导到由无线系统中与UE通信发生的DL信道矩阵表示的信道; 对于所述K个UE中的每一个,基于V k针对UE发送的信号执行附加的接收机处理; 并且在UE处的发射信号上使用标量权重。

    System and method of QOS-based channel selection for WLAN access points or stations
    8.
    发明授权
    System and method of QOS-based channel selection for WLAN access points or stations 有权
    用于WLAN接入点或站的基于QOS的信道选择的系统和方法

    公开(公告)号:US07912002B2

    公开(公告)日:2011-03-22

    申请号:US11745318

    申请日:2007-05-07

    申请人: Sudhanshu Gaur

    发明人: Sudhanshu Gaur

    IPC分类号: H04W4/00

    摘要: A system comprises a candidate channel assessment module for obtaining at least one AC-specific channel suitability metric for each of two different channels, and for using the AC-specific channel suitability metrics to determine a channel suitability index of each of the two different channels; a channel selection module for using the channel suitability index to select one of the two different channels as a new channel; and a channel setting module for configuring a wireless transceiver to use the new channel.

    摘要翻译: 一种系统包括候选信道评估模块,用于为两个不同信道中的每一个获得至少一个AC特定信道适应性度量,并且使用AC特定信道适合性度量来确定两个不同信道中每个信道的信道适应性指数; 频道选择模块,用于使用所述频道适合性指数来选择所述两个不同频道中的一个作为新频道; 以及用于配置无线收发器以使用新信道的信道设置模块。

    GENERALIZED DECISION FEEDBACK EQUALIZER PRECODER WITH RECEIVER BEAMFORMING FOR MATRIX CALCULATIONS IN MULTI-USER MULTIPLE-INPUT MULTIPLE-OUTPUT WIRELESS TRANSMISSION SYSTEMS
    9.
    发明申请
    GENERALIZED DECISION FEEDBACK EQUALIZER PRECODER WITH RECEIVER BEAMFORMING FOR MATRIX CALCULATIONS IN MULTI-USER MULTIPLE-INPUT MULTIPLE-OUTPUT WIRELESS TRANSMISSION SYSTEMS 有权
    具有用于多用户多输入多输出无线传输系统中的矩阵计算的接收器波束的通用反馈均衡器预处理器

    公开(公告)号:US20110058599A1

    公开(公告)日:2011-03-10

    申请号:US12554082

    申请日:2009-09-04

    申请人: Sudhanshu GAUR

    发明人: Sudhanshu GAUR

    IPC分类号: H03H7/30

    摘要: To realize a GDFE precoder for multi-user MIMO systems, which significantly reduces the computational cost while resulting in no capacity loss, one method comprises obtaining an effective downlink (DL) channel matrix H for the DL channel after receiver processing at the user terminals; computing an uplink (UL) covariance matrix D by assuming there are as many user terminals as a number of rows in the effective DL channel matrix H; computing a filter matrix C based on the UL covariance matrix D; computing a feedforward filter matrix F based on the filter matrix C; computing an interference pre-cancellation matrix G, based on the feedforward filter matrix F and the filter matrix C, used in a transmitter at an interference pre-cancellation stage of the GDFE precoder; and processing user symbols by a decision feedback equalizing stage of the GDFE precoder to produce filtered vector symbols.

    摘要翻译: 为了实现用于多用户MIMO系统的GDFE预编码器,其显着降低了计算成本,同时导致没有容量损失,一种方法包括在用户终端接收到处理之后获得用于DL信道的有效下行链路(DL)信道矩阵H; 通过假设在有效DL信道矩阵H中存在与行数相同的用户终端来计算上行链路(UL)协方差矩阵D; 基于UL协方差矩阵D计算滤波器矩阵C; 基于滤波器矩阵C计算前馈滤波器矩阵F; 基于在GDFE预编码器的干扰预取消阶段的发射机中使用的前馈滤波器矩阵F和滤波器矩阵C来计算干扰预消除矩阵G; 以及通过GDFE预编码器的判决反馈均衡级来处理用户符号以产生滤波的向量符号。

    FAST GENERALIZED DECISION FEEDBACK EQUALIZER PRECODER IMPLEMENTATION FOR MULTI-USER MULTIPLE-INPUT MULTIPLE-OUTPUT WIRELESS TRANSMISSION SYSTEMS
    10.
    发明申请
    FAST GENERALIZED DECISION FEEDBACK EQUALIZER PRECODER IMPLEMENTATION FOR MULTI-USER MULTIPLE-INPUT MULTIPLE-OUTPUT WIRELESS TRANSMISSION SYSTEMS 有权
    用于多用户多输出多输出无线传输系统的快速一般决策反馈均衡器预处理器实现

    公开(公告)号:US20100232494A1

    公开(公告)日:2010-09-16

    申请号:US12401711

    申请日:2009-03-11

    申请人: Sudhanshu Gaur

    发明人: Sudhanshu Gaur

    IPC分类号: H03H7/40 H04L25/49 H04B7/02

    摘要: A technique is used to realize a generalized decision feedback equalizer (GDFE) Precoder for multi-user multiple-input multiple-output (MU-MIMO) systems, which significantly reduces the computational cost while resulting in no capacity loss. The technique is suitable for improving the performance of various MU-MIMO wireless systems including future 4G cellular networks. In one embodiment, a method for configuring a GDFE precoder in a base station of a MU-MIMO wireless system having k user terminals, each user terminal having associated therewith a feedforward filter. The method comprises computing a filter matrix C using one of a plurality of alternative formulas of the invention; and, based on the computation of the filter matrix C, computing a transmit filter matrix B for a transmit filter used to process a symbol vector obtained after a decision feedback equalizing stage of the GDFE precoder, a feedforward filter matrix F, and an interference pre-cancellation matrix G.

    摘要翻译: 一种技术用于实现多用户多输入多输出(MU-MIMO)系统的广义判决反馈均衡器(GDFE)预编码器,显着降低了计算成本,同时导致无容量损失。 该技术适用于改善包括未来4G蜂窝网络在内的各种MU-MIMO无线系统的性能。 在一个实施例中,一种用于在具有k个用户终端的MU-MIMO无线系统的基站中配置GDFE预编码器的方法,每个用户终端具有与其相关联的前馈滤波器。 该方法包括使用本发明的多个替代公式之一来计算滤波器矩阵C; 并且基于滤波器矩阵C的计算,计算用于处理在GDFE预编码器的判定反馈均衡级,前馈滤波器矩阵F和干扰预处理之后获得的符号向量的发射滤波器的发射滤波器矩阵B 取消矩阵G.