公开(公告)号：US20160227434A1

公开(公告)日：2016-08-04

申请号：US14610565

申请日：2015-01-30

申请人： Edward GRINSHPUN ,  Qi Liao ,  David FAUCHER ,  Zulfiquar SAYEED ,  Sameer SHARMA

发明人： Edward GRINSHPUN ,  Qi Liao ,  David FAUCHER ,  Zulfiquar SAYEED ,  Sameer SHARMA

IPC分类号： H04W28/02

CPC分类号： H04W28/0289 ,  H04L43/0817 ,  H04L47/24 ,  H04W28/02 ,  H04W28/0231 ,  H04W28/0252 ,  H04W28/0278 ,  H04W28/0284

摘要： Fast congestion detection is implemented in a wireless radio access network (RAN) to mitigate congestion by classifying bearers into bearer types using bearer metrics and monitoring bearers for type specific anomalies to obtain anomaly data. Congestion is detected based on the anomaly data to obtain congestion information that is exported to a network node to mitigate network congestion. Bearer metrics include radio link protocol (RLC) buffer size information, physical resource block (PRB) utilization information, and transmission burst interval information. The transmission burst interval information includes information on time intervals between successive time periods when a RLC buffer is empty. The bearers are classified into Type I and Type II bearers. Type I bearers are bearers displaying bursty data transfer behavior, and Type II bearers are bearers displaying a continuous stream of data transfer behavior.

摘要翻译： 在无线无线电接入网络（RAN）中实现快速拥塞检测，以通过使用承载度量将承载类型分类为承载类型来减轻拥塞，并且针对类型特定异常来监视承载以获得异常数据。 基于异常数据检测到拥塞，以获得导出到网络节点的拥塞信息，以减轻网络拥塞。 承载度量包括无线链路协议（RLC）缓冲器大小信息，物理资源块（PRB）利用信息和传输突发间隔信息。 发送突发间隔信息包括关于RLC缓冲器为空的连续时间段之间的时间间隔的信息。 承运人分为第一类和第二类承运人。 类型I承载是显示突发数据传输行为的承载，类型II承载是显示连续的数据传输行为流的承载。

公开(公告)号：US20160226703A1

公开(公告)日：2016-08-04

申请号：US14610598

申请日：2015-01-30

申请人： Edward GRINSHPUN ,  Qi Liao ,  David FAUCHER ,  Zulfiquar SAYEED ,  Sameer SHARMA

发明人： Edward GRINSHPUN ,  Qi Liao ,  David FAUCHER ,  Zulfiquar SAYEED ,  Sameer SHARMA

IPC分类号： H04L12/24 ,  H04W24/10 ,  H04W76/02

CPC分类号： H04L41/0803 ,  H04L47/2441 ,  H04L47/2475 ,  H04W24/08 ,  H04W24/10 ,  H04W76/11

摘要： An application type of a bearer is classified by computing statistics vectors of bearer metrics and locating points on a label map corresponding to the statistics vectors to obtain application type information. The application type information is exported to a network node to control an operation of application. The bearer metrics include bearer identifier information and bearer condition information, where the bearer condition information includes channel condition information and cell congestion level information. The bearers are paired, such that uplink and downlink bearers for a same application are identified, so that paired bearers are classified together. The label map is produced using previously classified bearer information to calculate cluster centroids and cluster regions that define portions of the map for particular application types. The bearer is classified by determining which cluster region is closest to points on the label map that are associated with the statistics vectors for a particular bearer.

摘要翻译： 通过计算对应于统计量向量的标签映射上的承载度量和定位点的统计量向量来分类承载的应用类型，以获得应用类型信息。 将应用程序类型信息导出到网络节点以控制应用程序的操作。 承载度量包括承载标识信息和承载条件信息，承载条件信息包括信道条件信息和小区拥塞级别信息。 承载成对，使得针对相同应用的上行链路和下行链路承载被识别，使得配对承载被分类在一起。 使用先前分类的承载信息产生标签映射，以计算定义特定应用类型的映射部分的簇中心和簇区域。 通过确定哪个集群区域最接近标签映射上与特定承载的统计量向量相关联的点来分类承载。

公开(公告)号：US20160219563A1

公开(公告)日：2016-07-28

申请号：US14607990

申请日：2015-01-28

申请人： Zulfiquar SAYEED ,  Qi LIAO ,  Edward GRINSHPUN ,  David FAUCHER ,  Sameer SHARMA

发明人： Zulfiquar SAYEED ,  Qi LIAO ,  Edward GRINSHPUN ,  David FAUCHER ,  Sameer SHARMA

IPC分类号： H04W72/04 ,  H04L1/00

CPC分类号： H04W72/044 ,  H04L1/0003 ,  H04L1/0007 ,  H04L1/002 ,  H04W84/042

摘要： A smoothed transport block size is forecasted by predicting future value information based on historical time series data obtained at an e-Node B. The historical time series data includes historical transport block size information and historical modulation and coding scheme information. A mapping function is used to correlate the future value information with historical transport block size information. Once the mapping function is determined, the mapping function forecasts the average transport block sizes by inputting the future value information into the mapping function. The smoothed transport block sizes and the future value information is then transmitted to an application server and/or an application client at a user equipment to control an operation of an application.

摘要翻译： 通过基于在e节点B获得的历史时间序列数据预测未来值信息来预测平滑的传输块大小。历史时间序列数据包括历史传输块大小信息和历史调制和编码方案信息。 映射函数用于将未来值信息与历史传输块大小信息相关联。 一旦确定了映射函数，映射函数通过将未来值信息输入映射函数来预测平均传输块大小。 然后将平滑的传输块大小和未来值信息在用户设备处发送到应用服务器和/或应用客户端，以控制应用的操作。

公开(公告)号：US20160353427A1

公开(公告)日：2016-12-01

申请号：US14724352

申请日：2015-05-28

申请人： Edward GRINSHPUN ,  David FAUCHER ,  Zulfiquar SAYEED ,  Marty REIMAN

发明人： Edward GRINSHPUN ,  David FAUCHER ,  Zulfiquar SAYEED ,  Marty REIMAN

IPC分类号： H04W72/04 ,  H04W72/08

CPC分类号： H04W24/04 ,  H04W16/00 ,  H04W24/08 ,  H04W72/04

摘要： The controlling of an operation of an application is implemented in a communication network by obtaining network identification and cell load information for a bearer in order to compute an actual transport block size per physical resource block (ATpP) slope for the bearer. A user equipment (UE) location corresponding to the bearer is associated with geographic pixel information in order to calculate an interference vector. The interference vector is used to compute a coverage map tuple that is used to control the operation of the application. Throughput can also be predicted using the coverage map tuple.

摘要翻译： 通过获得用于承载的网络标识和小区负载信息来为通信网络实现对应用的操作的控制，以便为每个物理资源块（ATPP）斜率计算承载的实际传输块大小。 与承载相对应的用户设备（UE）位置与地理像素信息相关联，以便计算干扰向量。 干涉矢量用于计算用于控制应用程序操作的覆盖图元组。 吞吐量也可以使用覆盖图元组来预测。