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    • 1. 发明授权
    • Extensible framework for mitigating interference problems in wireless networking
    • 可扩展的框架,用于减轻无线网络中的干扰问题
    • US07630687B2
    • 2009-12-08
    • US11004288
    • 2004-12-03
    • Poovanpilli G. MadhavanAbhishek AbhishekVictoria M. Poncini
    • Poovanpilli G. MadhavanAbhishek AbhishekVictoria M. Poncini
    • H04B1/00
    • H04L1/0001H04L1/0002H04L1/0007
    • Described is an architecture comprising a flexible and extensible framework embodied in a robust coexistence service that couples sensed RF spectrum (interference) data to modules that process the data into dynamic feedback information used to mitigate network communication problems caused by the interference. Via a driver, spectrum sensor hardware is connected to the framework running on a computing device, where the condition and quality of various wireless networking channels are assessed by external modules plugged into the framework. Modules comprise include a classifier component that examines the sensed-data and classifies it, and an application program that processes the classified data, possibly for mitigation. Mitigation-related information is fed to a feedback mechanism to adjust network parameters to avoid the sensed interference. The robust coexistence service also distributes control data corresponding to the mitigation information to other remote computing devices in the wireless network for use in mitigating their interference problems.
    • 描述了一种架构,其包括在强大的共存服务中体现的灵活和可扩展框架,其将感测的RF频谱(干扰)数据耦合到将数据处理成用于减轻由干扰引起的网络通信问题的动态反馈信息的模块。 通过驱动器,频谱传感器硬件连接到运行在计算设备上的框架,其中各种无线网络通道的条件和质量由插入到框架中的外部模块进行评估。 模块包括检查感测数据并对其进行分类的分类器组件,以及处理分类数据的应用程序,可能用于缓解。 缓解相关信息被馈送到反馈机制以调整网络参数以避免感测到的干扰。 强大的共存服务还将对应于缓解信息的控制数据分配给无线网络中的其他远程计算设备,以用于减轻其干扰问题。
    • 6. 发明授权
    • Method and system for predicting limit cycle oscillations and control
method and system utilizing same
    • 用于预测极限循环振荡的方法和系统及其利用方法和系统
    • US5784273A
    • 1998-07-21
    • US745014
    • 1996-11-07
    • Poovanpilli G. Madhavan
    • Poovanpilli G. Madhavan
    • G05B5/01G05B13/02
    • G05B5/01
    • A data-driven method and system are provided for predicting limit cycle oscillations such as chatter to obtain a classifier signal which, in turn, may be utilized by a control method and system. The method and system utilize algorithms based on random field theory which are applied to "vibration" data to predict when chatter phenomenon may emerge during an ongoing machining process. Using real data from a turning operation on a lathe, the onset of chatter can be predicted so that sufficient time is available to deploy an automatic control strategy such as reduction or random variation of spindle speed to quench the "chatter". The method and system preferably use instantaneous scale of fluctuation.
    • 提供了一种数据驱动方法和系统,用于预测限制周期振荡,例如颤振,以获得分类器信号,进而可以由控制方法和系统使用。 该方法和系统利用基于随机场理论的算法,应用于“振动”数据,以预测在正在进行的加工过程中可能出现颤振现象。 使用车床上的车削操作的实际数据,可以预测颤动的开始,以便足够的时间可用于部署自动控制策略,例如主轴速度的减小或随机变化以淬灭“颤动”。 该方法和系统优选地使用瞬时的波动规模。
    • 8. 发明授权
    • Protocol for exchanging control data to mitigate interference problems in wireless networking
    • 用于交换控制数据以减轻无线网络中的干扰问题的协议
    • US07463592B2
    • 2008-12-09
    • US11004428
    • 2004-12-03
    • Victoria M. PonciniPoovanpilli G. MadhavanAbhishek Abhishek
    • Victoria M. PonciniPoovanpilli G. MadhavanAbhishek Abhishek
    • H04B1/10H04Q7/24
    • H04W24/00
    • Described is a protocol by which wireless network communication devices comprising peer nodes (such as a computer system and an access point) cooperatively exchange information about RF interference detected in the network. The protocol administers the exchange of formatted control data corresponding to the detected interference among computing nodes running a service capable of processing the control data. A peer table is used to maintain locally-obtained and remotely-obtained control data. Records in the peer table are arranged with different levels of granularity with respect to interference and networking information. The interference information collected through the cooperative protocol may then be used by peer devices in the network to adapt to mitigate interference-related problems. The protocol also provides for discovery of peer node capabilities, including a negotiable transport for the control data that may be different from the main data channel transport.
    • 描述了包括对等节点(诸如计算机系统和接入点)的无线网络通信设备协同地交换关于在网络中检测到的RF干扰的信息的协议。 该协议管理与运行能够处理控制数据的服务的计算节点之间检测到的干扰相对应的格式化控制数据的交换。 对等表用于维护本地获取的远程获取的控制数据。 对等表中的记录在干扰和网络信息方面具有不同的粒度级别。 然后可以通过协作协议收集的干扰信息被网络中的对等设备使用以适应减轻与干扰有关的问题。 该协议还提供对等节点能力的发现,包括可能与主数据信道传输不同的控制数据的可协商传输。
    • 10. 发明授权
    • Teager-based method and system for predicting limit cycle oscillations
and control method and system utilizing same
    • 基于Teager的方法和系统,用于预测极限循环振荡及其控制方法及系统
    • US6004017A
    • 1999-12-21
    • US848316
    • 1997-04-30
    • Poovanpilli G. Madhavan
    • Poovanpilli G. Madhavan
    • G05B5/01H03D13/00
    • G05B5/01
    • A data-driven method and system are provided for predicting limit cycle oscillations such as chatter to obtain a classifier signal which, in turn, may be utilized by a control method and system. The method and system utilize newly-developed algorithms based on Teager algorithm which are applied to "vibration" data to predict when chatter phenomenon may emerge during an ongoing machining process. Using real data from a turning operation on a lathe, the onset of chatter can be predicted so that sufficient time is available to deploy an automatic control strategy such as reduction or random variation of spindle speed to quench the "chatter". The method and system preferably use the generalized Teager measure.
    • 提供了一种数据驱动方法和系统,用于预测限制周期振荡,例如颤振,以获得分类器信号,进而可以由控制方法和系统使用。 该方法和系统利用基于Teager算法的新开发的算法,应用于“振动”数据,以预测在正在进行的加工过程中可能出现颤振现象。 使用车床上的车削操作的实际数据,可以预测颤动的开始,以便足够的时间可用于部署自动控制策略,例如主轴速度的减小或随机变化以淬灭“颤动”。 该方法和系统优选地使用广义Teager测量。