公开(公告)号：WO2016182674A1

公开(公告)日：2016-11-17

申请号：PCT/US2016/027620

申请日：2016-04-14

Applicant: QUALCOMM INCORPORATED

Inventor： LIN, Dexu ,  ANNAPUREDDY, Venkata Sreekanta Reddy ,  TALATHI, Sachin Subhash ,  STASKAUSKAS, Mark ,  VARTAK, Aniket ,  TOWAL, Regan Blythe ,  JULIAN, David Jonathan ,  SARAH, Anthony

IPC: G06N3/00

CPC classification number: G06N3/08 ,  G06K9/4628 ,  G06N3/04 ,  G06N3/0454 ,  G06N3/084

Abstract: A method of adaptively selecting a configuration for a machine learning process includes determining current system resources and performance specifications of a current system. A new configuration for the machine learning process is determined based at least in part on the current system resources and the performance specifications. The method also includes dynamically selecting between a current configuration and the new configuration based at least in part on the current system resources and the performance specifications.

Abstract translation: 自动选择用于机器学习过程的配置的方法包括确定当前系统的当前系统资源和性能规范。 至少部分地基于当前系统资源和性能规格确定用于机器学习过程的新配置。 该方法还包括至少部分地基于当前系统资源和性能规范来动态地在当前配置和新配置之间进行选择。

公开(公告)号：WO2016182659A1

公开(公告)日：2016-11-17

申请号：PCT/US2016/026944

申请日：2016-04-11

Applicant: QUALCOMM INCORPORATED

Inventor： LIN, Dexu ,  ANNAPUREDDY, Venkata Sreekanta Reddy ,  JULIAN, David Jonathan ,  WIERZYNSKI, Casimir Matthew

IPC: G06N3/063 ,  G06N3/10

CPC classification number: G06N3/08 ,  G06F17/11 ,  G06N3/063 ,  G06N3/10

Abstract: A method for selecting bit widths for a fixed point machine learning model includes evaluating a sensitivity of model accuracy to bit widths at each computational stage of the model. The method also includes selecting a bit width for parameters, and/or intermediate calculations in the computational stages of the mode. The bit width for the parameters and the bit width for the intermediate calculations may be different. The selected bit width may be determined based on the sensitivity evaluation.

Abstract translation: 用于选择固定点机器学习模型的位宽度的方法包括在模型的每个计算阶段评估模型精度对位宽度的灵敏度。 该方法还包括在模式的计算阶段中选择参数的位宽度和/或中间计算。 参数的位宽和中间计算的位宽可能不同。 可以基于灵敏度评估来确定所选择的位宽度。

公开(公告)号：WO2016130425A1

公开(公告)日：2016-08-18

申请号：PCT/US2016/016749

申请日：2016-02-05

Applicant: QUALCOMM INCORPORATED

Inventor： SOMASUNDARAM, Kiran Kumar ,  VALLIAPPAN, Nachiappan ,  BHUSHAN, Naga ,  LIN, Dexu ,  SADEK, Ahmed Kamel

IPC: H04W48/16 ,  H04W88/10

CPC classification number: H04W48/08 ,  H04L63/0823 ,  H04W12/10 ,  H04W16/14 ,  H04W48/16 ,  H04W84/12 ,  H04W88/10

Abstract: The present disclosure presents a method and an apparatus for transmitting discovery signaling from a base station. For example, the method may include encoding a wireless fidelity (Wi-Fi) beacon at the base station for transmission and transmitting the encoded Wi-Fi beacon from the base station to one or more neighboring wireless nodes. The Wi-Fi beacon is generated by a Wi-Fi access point (AP) co-located at the base station which is a long term evolution (LTE) or LTE advanced in unlicensed spectrum base station. As such, other wireless nodes can discover the LTE or LTE advanced in unlicensed spectrum base station.

Abstract translation: 本公开提供了一种用于从基站发送发现信令的方法和装置。 例如，该方法可以包括在基站处对无线保真（Wi-Fi）信标进行编码，以便传输，并将编码的Wi-Fi信标从基站发射到一个或多个相邻的无线节点。 Wi-Fi信标由位于基站的Wi-Fi接入点（AP）产生，该基站是长期演进（LTE）或未授权频谱基站中的LTE。 因此，其他无线节点可以在未许可频谱基站中发现LTE或LTE高级。

公开(公告)号：WO2014099474A1

公开(公告)日：2014-06-26

申请号：PCT/US2013/074041

申请日：2013-12-10

Applicant: QUALCOMM INCORPORATED

Inventor： DAMNJANOVIC, Jelena ,  WEI, Yongbin ,  LIN, Dexu

IPC: H04W48/16 ,  H04W72/02

CPC classification number: H04W48/18 ,  H04W28/06 ,  H04W28/08 ,  H04W48/16 ,  H04W84/04 ,  H04W84/12

Abstract: A method of wireless communication, comprising: detecting, at a mobile device, presence of one or more wide area networks (WANs) and one or more wireless local area networks (WLANs); determining, by the mobile device, a connection probability for at least one of the one or more WANs and for at least one of the one or more WLANs, wherein the connection probability is based at least in part on network conditions; and selecting, by the mobile device, a network to connect to based, at least in part, on the connection probability, wherein the network is one of the one or more WANs and one or more WLANs.

Abstract translation: 一种无线通信方法，包括：在移动设备处检测一个或多个广域网（WAN）和一个或多个无线局域网（WLAN）的存在; 由所述移动设备确定所述一个或多个WAN中的至少一个以及所述一个或多个WLAN中的至少一个WLAN的连接概率，其中所述连接概率至少部分地基于网络条件; 以及至少部分地基于所述连接概率，由所述移动设备选择要连接的网络，其中所述网络是所述一个或多个WAN和一个或多个WLAN中的一个。

公开(公告)号：WO2011019975A1

公开(公告)日：2011-02-17

申请号：PCT/US2010/045398

申请日：2010-08-12

Applicant: QUALCOMM INCORPORATED ,  JI, Tingfang ,  LIN, Dexu ,  CHEN, Wanshi ,  PRAKASH, Rajat ,  KHANDEKAR, Aamod Dinkar

Inventor： JI, Tingfang ,  LIN, Dexu ,  CHEN, Wanshi ,  PRAKASH, Rajat ,  KHANDEKAR, Aamod Dinkar

IPC: H04B7/26

CPC classification number: H04B7/2606 ,  H04W36/16 ,  H04W56/00 ,  H04W84/005 ,  H04W84/045

Abstract: A system and method of managing adjustment of synchronization timing for handover of a mobile relay is disclosed. The method includes repositioning coverage of the mobile relay from a first network access point to a second network access point and adjusting a synchronization timing of the mobile relay in an asynchronous network of the wireless communication system.

Abstract translation: 公开了一种管理移动中继切换的同步定时调整的系统和方法。 该方法包括将移动中继从第一网络接入点重新定位到第二网络接入点，并且调整无线通信系统的异步网络中的移动中继的同步定时。

公开(公告)号：WO2016182672A1

公开(公告)日：2016-11-17

申请号：PCT/US2016/027600

申请日：2016-04-14

Applicant: QUALCOMM INCORPORATED

Inventor： LIN, Dexu ,  BADIN, Matthew ,  HOWARD, David Edward ,  DIJKMAN, Daniel Hendricus Franciscus ,  TREMAINE, Michael Colin ,  SARAH, Anthony

IPC: G06N3/063

CPC classification number: G06N3/08 ,  G06N3/063 ,  G06N99/005

Abstract: A method of reducing computational complexity for a fixed point neural network operating in a system having a limited bit width in a multiplier-accumulator (MAC) includes reducing a number of bit shift operations when computing activations in the fixed point neural network. The method also includes balancing an amount of quantization error and an overflow error when computing activations in the fixed point neural network.

Abstract translation: 一种降低在乘法器 - 累加器（MAC）中具有有限位宽的系统中操作的固定点神经网络的计算复杂度的方法包括在计算固定点神经网络中的激活时减少多个位移操作。 该方法还包括在计算固定点神经网络中的激活时平衡量化误差量和溢出误差。

公开(公告)号：WO2012037025A1

公开(公告)日：2012-03-22

申请号：PCT/US2011/051211

申请日：2011-09-12

Applicant: QUALCOMM INCORPORATED ,  LIN, Dexu ,  PALANKI, Ravi ,  GORE, Dhananjay, Ashok

Inventor： LIN, Dexu ,  PALANKI, Ravi ,  GORE, Dhananjay, Ashok

IPC: H04W72/08

CPC classification number: H04W72/082 ,  H04B7/15542 ,  H04B7/15571 ,  H04W84/047

Abstract: Methods and apparatuses are provided that include selecting resources for assigning to a device to mitigate relay self-interference when also communicating with a base station. The resources can be selected based on one or more factors, such as based on resources that are negotiated with the base station, or based on resources indicated as not desired for allocation from the base station, etc. In other examples, reference signals and control data can be communicated such as to mitigate relay self-interference as well.

Abstract translation: 提供了包括选择用于分配给设备的资源以在还与基站通信时减轻中继自身干扰的方法和装置。 可以基于一个或多个因素来选择资源，例如基于与基站协商的资源，或者基于指示为从基站分配不期望的资源。在其他示例中，参考信号和控制 可以传送数据，以减轻继电器自身干扰。

公开(公告)号：WO2011100447A2

公开(公告)日：2011-08-18

申请号：PCT/US2011/024371

申请日：2011-02-10

Applicant: QUALCOMM Incorporated ,  LIN, Dexu ,  PALANKI, Ravi ,  CHEN, Wanshi ,  DAMNJANOVIC, Aleksandar ,  JI, Tingfang ,  KHANDEKAR, Aamod Dinkar

Inventor： LIN, Dexu ,  PALANKI, Ravi ,  CHEN, Wanshi ,  DAMNJANOVIC, Aleksandar ,  JI, Tingfang ,  KHANDEKAR, Aamod Dinkar

IPC: H04W52/04 ,  H04W16/06 ,  H04W72/08

CPC classification number: H04B7/022 ,  H04B7/2606 ,  H04B17/318 ,  H04W8/22 ,  H04W16/32 ,  H04W28/04 ,  H04W52/143 ,  H04W52/244 ,  H04W52/325 ,  H04W56/00 ,  H04W72/082 ,  H04W72/1231 ,  H04W84/047

Abstract: For range expansion, a determination to enter range expansion may be made based on a signal strength differential for user equipment (UE) communications between a first class of base stations and a second class of base stations. If the signal strength differential is beyond a certain threshold, range expansion may be implemented. In range expansion, a signal is transmitted, on a resource coordinated with at least one of the first class of base stations, from one of the second class of base stations to the UE which could experience dominant interference from one of the first class of base stations if coordination were not performed. Transmission power may be reduced from one of the first class of base stations on that resource. The second signal may be transmitted within the region of the Physical Downlink Shared Channel.

Abstract translation: 对于范围扩展，可以基于第一类基站和第二类基站之间的用户设备（UE）通信的信号强度差异进行进入范围扩展的确定。 如果信号强度差超过某个阈值，则可以实现范围扩展。 在范围扩展中，信号在与第一类基站中的至少一个基站协调的资源上从第二类基站中的一个发送到可能经历来自第一类基站之一的主要干扰的UE 没有执行协调的站。 传输功率可以从该资源上的第一类基站中的一个减少。 第二信号可以在物理下行链路共享信道的区域内传输。

公开(公告)号：WO2011019973A2

公开(公告)日：2011-02-17

申请号：PCT/US2010/045396

申请日：2010-08-12

Applicant: QUALCOMM INCORPORATED ,  JI, Tingfang ,  CHEN, Wanshi ,  LIN, Dexu

Inventor： JI, Tingfang ,  CHEN, Wanshi ,  LIN, Dexu

IPC: H04W36/00

CPC classification number: H04W36/0033 ,  H04W36/08 ,  H04W72/00 ,  H04W88/04

Abstract: Systems and methodologies are described herein that facilitate techniques for design of relay backhaul to support mobility of relay nodes in a wireless communication system. According to various aspects herein, techniques are provided to enable and support the use of mobile relays and to facilitate handover of mobile relays between respective donor cells. More particularly, techniques are provided herein for relay backhaul control channel assignment associated with hand in or hand out of mobile relays, access/backhaul resource partitioning for mobile relays, and management of quality of service (QoS) requirements associated with a relay handover.

Abstract translation: 这里描述了系统和方法，其有助于用于设计中继回程以支持无线通信系统中的中继节点的移动性的技术。 根据本文的各个方面，提供了用于实现和支持移动中继站的使用并促进移动中继站在各个施主小区之间的切换的技术。 更具体地，本文提供了用于与移动中继站的接入或移出，移动中继站的接入/回程资源划分以及与中继站切换相关联的服务质量（QoS）要求的管理相关联的中继回程控制信道分配的技术。 / p>

公开(公告)号：WO2010006281A1

公开(公告)日：2010-01-14

申请号：PCT/US2009/050285

申请日：2009-07-10

Applicant: QUALCOMM INCORPORATED ,  JI, Tingfang ,  STAMOULIS, Anastasios ,  LIN, Dexu

Inventor： JI, Tingfang ,  STAMOULIS, Anastasios ,  LIN, Dexu

IPC: H04W48/18

CPC classification number: H04W48/20

Abstract: Techniques for managing candidate sets for a user equipment (UE) are described. In an aspect, multiple candidate sets of cells of different classes may be maintained for the UE. Each candidate set may include cells of a particular class. As some examples, the multiple candidate sets may be for cells of different transmit power levels, cells of different association types, cells associated with different resources, etc. The multiple candidate sets may be maintained separately based on applicable criteria and rules. The multiple candidate sets may be used to select a serving cell for the UE and/or for other communication purposes for the UE. In another aspect, one or more candidate sets may be maintained for the UE and may be used for multiple communication purposes for the UE. The multiple communication purposes may include server selection, interference management, measurement reporting, etc.

Abstract translation: 描述用于管理用户设备（UE）的候选集的技术。 在一个方面，可以为UE维护不同类别的多个候选的小区组。 每个候选集可以包括特定类的单元。 作为一些示例，多个候选集可以用于不同发射功率电平的小区，不同关联类型的小区，与不同资源相关联的小区等。可以基于适用的标准和规则分开地维护多个候选集。 多个候选集可以用于为UE选择服务小区和/或为UE的其他通信目的。 在另一方面，可以为UE维护一个或多个候选集，并且可以为UE的多个通信目的使用。 多种通信目的可以包括服务器选择，干扰管理，测量报告等。