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    • 41. 发明授权
    • Method to select access point and relay node in multi-hop wireless networking
    • 在多跳无线网络中选择接入点和中继节点的方法
    • US08023426B2
    • 2011-09-20
    • US12449760
    • 2007-03-01
    • Hang LiuLin LuoMingquan WuDekai Li
    • Hang LiuLin LuoMingquan WuDekai Li
    • G01R31/08
    • H04W48/20H04L45/20H04L45/26H04W40/12H04W40/22H04W40/246Y02D70/22Y02D70/34Y02D70/39
    • A method and apparatus are described for selecting an access point in a wireless network, including initializing a channel index, recording a received signal power and information contained in one of a beacon message and a probe request response message, calculating an access link metric for each candidate access point, the access link 13 metric being between an end device and each candidate access point on the channel indexed by the channel index responsive to the received signal power and information receiving a path metric between each candidate access point and a gateway, estimating a function using the access link metric and the path metric, selecting one of the candidate access points based on the function and establishing a connection with the selected access point. Also described is a method and apparatus for maintaining a connection with an access point.
    • 描述了一种在无线网络中选择接入点的方法和装置,包括初始化信道索引,记录接收到的信号功率和包含在信标消息和探测请求响应消息之一中的信息,计算每个 候选接入点,响应于接收到的信号功率的由信道索引索引的信道上的终端设备和每个候选接入点之间的接入链路13度量以及接收每个候选接入点和网关之间的路径量度的信息,估计一个 功能,使用接入链路量度和路径度量,基于该功能选择一个候选接入点,并建立与所选接入点的连接。 还描述了一种用于维持与接入点的连接的方法和装置。
    • 42. 发明申请
    • End-to-end pattern classification based congestion detection using SVM
    • 使用SVM进行端到端模式分类的拥塞检测
    • US20110013511A1
    • 2011-01-20
    • US12803969
    • 2010-07-09
    • Dekai LIMingquan WuKumar Ramaswamy
    • Dekai LIMingquan WuKumar Ramaswamy
    • H04J3/14
    • H04L47/11
    • Because packets dropped due to network congestion cannot reach the intended receiver whereas corrupted packets can still be received, the reception status of multiple packets is different for congested and non-congested paths. This difference reflects a spatial variation in the received data stream that is indicative of congestion. Network congestion detection is described that treats the reception status of sequences of multiple packets as patterns and converts the problem of congestion detection into a two-class pattern classification problem. A Support Vector Machine (SVM) classifier is trained to classify the reception status of sequences of packets as being indicative or not of network congestion. If network congestion is detected, congestion control measures can then be taken. Extensive simulations demonstrate high detection accuracy under different network parameters.
    • 因为由于网络拥塞而丢包的分组不能达到预期的接收机,而仍然可以接收到损坏的分组,所以对于拥塞和非拥塞的路径,多个分组的接收状态是不同的。 该差异反映了指示拥塞的接收数据流中的空间变化。 描述了将多个分组的序列的接收状态视为模式的网络拥塞检测,并将拥塞检测的问题转换为两类模式分类问题。 对支持向量机(SVM)分类器进行训练,将分组序列的接收状态分类为网络拥塞的指示。 如果检测到网络拥塞,则可以采取拥塞控制措施。 广泛的仿真表明在不同网络参数下的高检测精度。
    • 43. 发明申请
    • JOINT ASSOCIATION, ROUTING AND RATE ALLOCATION IN WIRELESS MULTI-HOP MESH NETWORKS
    • 无线多媒体网络中的联合协调,路由和速率分配
    • US20100322141A1
    • 2010-12-23
    • US12736018
    • 2008-03-11
    • Hang LiuLin LuoMingquan WuDekai Li
    • Hang LiuLin LuoMingquan WuDekai Li
    • H04J3/08
    • H04W28/20H04W24/10H04W28/18H04W40/26H04W48/16H04W72/0406H04W72/0413H04W72/0433H04W84/18
    • A method and apparatus are described including collecting network information, determining an association, bandwidth allocation and routing scheme based on the collected network information, notifying a mesh access point of the association, the bandwidth allocation and the routing scheme and notifying a client node of its association information. Also described are a method and apparatus including measuring link quality and channel conditions, reporting results of the measuring act to a controller, receiving a routing decision and data forwarding instructions from the controller and forwarding the routing decision and the data forwarding instructions to a client node. Further described are a method and apparatus including measuring link quality and channel conditions, reporting results of the measuring act to a controller, receiving association instructions from the centralized controller and updating previously stored association instructions with the received association instructions.
    • 描述了一种方法和装置,包括基于收集的网络信息收集网络信息,确定关联,带宽分配和路由方案,通知关联的网格接入点,带宽分配和路由方案,并将客户端节点通知其 关联信息。 还描述了一种方法和装置,包括测量链路质量和信道条件,将测量动作的结果报告给控制器,从控制器接收路由决策和数据转发指令,并将路由决策和数据转发指令转发到客户端节点 。 进一步描述了一种方法和装置,包括测量链路质量和信道状况,将测量动作的结果报告给控制器,从集中式控制器接收关联指令,并用接收到的关联指令更新先前存储的关联指令。
    • 44. 发明申请
    • METHOD TO SELECT ACCESS POINT AND RELAY NODE IN MULTI-HOP WIRELESS NETWORKING
    • 在多路无线网络中选择接入点和继电器节点的方法
    • US20100091669A1
    • 2010-04-15
    • US12449760
    • 2007-03-01
    • Hang LiuLin LuoMingquan WuDekai Li
    • Hang LiuLin LuoMingquan WuDekai Li
    • H04J1/16H04W4/00
    • H04W48/20H04L45/20H04L45/26H04W40/12H04W40/22H04W40/246Y02D70/22Y02D70/34Y02D70/39
    • A method and apparatus are described for selecting an access point in a wireless network, including initializing a channel index, recording a received signal power and information contained in one of a beacon message and a probe request response message, calculating an access link metric for each candidate access point, the access link metric being between an end device and each candidate access point on the channel indexed by the channel index responsive to the received signal power and information receiving a path metric between each candidate access point and a gateway, estimating a function using the access link metric and the path metric, selecting one of the candidate access points based on the function and establishing a connection with the selected access point. Also described is a method and apparatus for maintaining a connection with an access point.
    • 描述了一种在无线网络中选择接入点的方法和装置,包括初始化信道索引,记录接收到的信号功率和包含在信标消息和探测请求响应消息之一中的信息,计算每个 候选接入点,所述接入链路度量位于终端设备与响应于所接收的信号功率的信道索引索引的信道上的每个候选接入点之间,以及接收每个候选接入点和网关之间的路径度量的信息,估计功能 使用接入链路量度和路径度量,基于该功能选择一个候选接入点,并建立与所选接入点的连接。 还描述了一种用于维持与接入点的连接的方法和装置。