公开(公告)号：WO2022170085A1

公开(公告)日：2022-08-11

申请号：PCT/US2022/015298

申请日：2022-02-04

Applicant: QUALCOMM INCORPORATED

Inventor： AZARIAN YAZDI, Kambiz ,  BLANKEVOORT, Tijmen Pieter Frederik ,  LEE, Jin Won ,  BHALGAT, Yash Sanjay

IPC: G06N3/04 ,  G06N3/08

Abstract: A method for pruning weights of an artificial neural network based on a learned threshold includes designating a group of pre-trained weights of an artificial neural network to be evaluated for pruning. The method also includes determining a norm of the group of pre-trained weights, and performing a process based on the norm to determine whether to prune the entire group of pre-trained weights.

公开(公告)号：WO2022093545A1

公开(公告)日：2022-05-05

申请号：PCT/US2021/055044

申请日：2021-10-14

Applicant: QUALCOMM INCORPORATED

Inventor： WARDHAN, Uttkarsh ,  GHORPADE, Vishal ,  MUKHERJEE, Sanku ,  KRISHNAPPA, Madan ,  AGARWAL, Pankhuri ,  BANGALORE, Sanath Sreekanta ,  PATTANAYAK, Santanu

IPC: G06N3/04 ,  G06N7/00 ,  G06N20/00 ,  G11C29/02 ,  G06N3/00 ,  G06N5/00

Abstract: A method performed by a machine learning system includes generating a set of reward values based on a set of parameter values selected by a machine learning system, each reward value of the set of reward values corresponding to a parameter value of the set of parameter values programmed at a device. The method also includes determining a reward function for maximizing a reward corresponding to a set of parameters of the device based on the set of reward values. The method further includes tuning a parameter of the set of parameters based on the reward function.

公开(公告)号：WO2022087242A1

公开(公告)日：2022-04-28

申请号：PCT/US2021/056015

申请日：2021-10-21

Applicant: QUALCOMM INCORPORATED

Inventor： CHANG, Simyung ,  KIM, Jangho ,  PARK, Hyunsin ,  LEE, Juntae ,  CHOI, Jaewon ,  HWANG, Kyu Woong

IPC: G06N3/04 ,  G06N3/08

Abstract: A method for generating a personalized model includes receiving one or more personal data samples from a user. A prototype of a personal identity is generated based on the personal data samples. The prototype of the personal identity is trained to reflect personal characteristics of the user. A network graph is generated based on the prototype of the personal identity. One or more channels of a global network are pruned based on the network graph to produce the personalized model.

公开(公告)号：WO2022020019A1

公开(公告)日：2022-01-27

申请号：PCT/US2021/036229

申请日：2021-06-07

Applicant: QUALCOMM INCORPORATED

Inventor： SHRESTHA, Bharat ,  PHUYAL, Umesh ,  DHANDA, Mungal Singh ,  KADIRI, Prasad Reddy

IPC: H04W24/02 ,  H04W60/00 ,  H04W84/00

Abstract: A method for wireless communication performed by a user equipment (UE) identifies multiple cell global identities (CGIs) broadcast by a cell. The method also determines a current tracking area identity of the UE from multiple tracking area identities of the cell based on a rule. The rule may be based on a preconfigured or predefined rule. The method selects a first CGI of the CGIs based on the determined tracking area identity.

公开(公告)号：WO2021262681A1

公开(公告)日：2021-12-30

申请号：PCT/US2021/038423

申请日：2021-06-22

Applicant: QUALCOMM INCORPORATED

Inventor： SARKIS, Gabi ,  NGUYEN, Tien Viet ,  WU, Shuanshuan ,  GULATI, Kapil ,  GAAL, Peter ,  CHEN, Wanshi ,  HOSSEINI, Seyedkianoush

IPC: H04W76/28 ,  H04W74/08 ,  H04W72/0446 ,  H04W74/0808 ,  H04W76/14

Abstract: A sidelink user equipment (UE) limits sensing of received sidelink communications during a sensing window. The UE selects resources for a future transmission from a resource pool that is based on the sensed received sidelink communications. The UE also sends the future transmission on the selected resources. Limiting sensing may result from reducing a maximum distance between reservations to less than 32 logical slots. Limiting sensing may be sensing with a reduced sensing duty cycle with discontinuous sensing or sensing for a period of time in response to a trigger. The UE may perform partial sensing for periodic traffic, and limit sensing for aperiodic traffic.

公开(公告)号：WO2021257255A1

公开(公告)日：2021-12-23

申请号：PCT/US2021/034048

申请日：2021-05-25

Applicant: QUALCOMM INCORPORATED

Inventor： XUE, Yisheng ,  SUN, Jing ,  ZHANG, Xiaoxia ,  LIU, Chih-Hao ,  OZTURK, Ozcan ,  FONG, Lik, Hang, Silas ,  AKKARAKARAN, Sony

IPC: H04L1/18 ,  H04L5/00 ,  H04W72/14 ,  H04L1/00 ,  H04L1/0061 ,  H04L1/1819 ,  H04L1/1835 ,  H04L1/1845 ,  H04L1/1854 ,  H04L1/1864 ,  H04L1/1887 ,  H04L1/1896 ,  H04L2001/0092 ,  H04L27/26 ,  H04L5/001 ,  H04L5/0012 ,  H04L5/0023 ,  H04L5/0032 ,  H04L5/0053 ,  H04L5/0082 ,  H04L5/0091 ,  H04L5/14 ,  H04W72/0413 ,  H04W72/0446 ,  H04W72/1289 ,  H04W74/0816 ,  H04W92/18

Abstract: A method performed by a first sidelink (SL) user equipment (UE) includes receiving a downlink control information (DCI) from a number of coupled DCIs. The DCI grants reception of a number of scheduled physical SL shared channels (PSSCHs) over an unlicensed SL carrier, and requests a hybrid automatic repeat request (HARQ) response for the scheduled PSSCHs. The method also includes receiving at least one of the PSSCHs from a second SL UE. The method further includes transmitting the HARQ response based on the at least one received PSSCH.

公开(公告)号：WO2021247944A1

公开(公告)日：2021-12-09

申请号：PCT/US2021/035809

申请日：2021-06-03

Applicant: QUALCOMM TECHNOLOGIES, INC.

Inventor： REISSER, Matthias ,  WELLING, Max ,  GAVVES, Efstratios ,  LOUIZOS, Christos

IPC: G06N3/04 ,  G06N3/08 ,  G06N3/0454 ,  G06N3/084

Abstract: A method of collaboratively training a neural network model, includes receiving a local update from a subset of the multiple users. The local update is related to one or more subsets of a dataset of the neural network model. A local component of the neural network model identifies a subset of the one or more subsets to which a data point belongs. A global update is computed for the neural network model based on the local updates from the subset of the users. The global updates for each portion of the network are aggregated to train the neural network model.

公开(公告)号：WO2021231487A1

公开(公告)日：2021-11-18

申请号：PCT/US2021/031858

申请日：2021-05-11

Applicant: QUALCOMM INCORPORATED

Inventor： BAGHEL, Sudhir Kumar ,  LI, Junyi ,  SARKIS, Gabi ,  GULATI, Kapil

IPC: H04W52/38 ,  H04W76/14

Abstract: A method of wireless communication wireless communication by an identifier-receiving user equipment (UE) includes measuring a received signal power of multiple resource UEs. The method also includes receiving a set of identifiers from an identifier-transmitting UE. The method further includes identifying a resource used by at least one of the multiple resource UEs for a future transmission from the identifier-receiving UE based on the measured received signal power and the received set of identifiers. The method still further includes scheduling the future transmission on the at least one identified resource.

公开(公告)号：WO2021222624A1

公开(公告)日：2021-11-04

申请号：PCT/US2021/029968

申请日：2021-04-29

Applicant: QUALCOMM INCORPORATED

Inventor： DUTTA, Sourjya ,  GULATI, Kapil ,  WU, Shuanshuan ,  LI, Junyi

IPC: H04L5/00 ,  H04B7/00 ,  H04W72/02 ,  H04W76/14

Abstract: A method of wireless communication by a transmitting sidelink user equipment (UE) determines at least one quasi-co-location (QCL) relationship between antenna ports of the transmitting sidelink UE. The QCL relationship corresponds to carrier frequency offset (CFO), average delay, delay spread, Doppler shift, and/or Doppler spread across the antenna ports of the transmitting sidelink UE. Each port maps to a different transmission and reception point (TRP). The method also indicates the QCL relationship(s) to a receiving sidelink UE. A method of wireless communication by a receiving sidelink UE receives a message from TRPs of a transmitting sidelink UE. The message indicates a QCL assumption for the TRPs. The method also individually measures reference signals received from each transmission port of the TRPs. The method may also determine whether signaling from the TRPs satisfies all conditions for the QCL assumption, and report to the transmitting sidelink UE a result of the determining.

公开(公告)号：WO2021202037A1

公开(公告)日：2021-10-07

申请号：PCT/US2021/020502

申请日：2021-03-02

Applicant: QUALCOMM INCORPORATED

Inventor： VENUGOPAL, Kiran ,  NAM, Wooseok ,  LUO, Tao ,  LI, Junyi

IPC: H04W72/04 ,  H04L5/00 ,  H04L5/0053 ,  H04L5/0057 ,  H04W72/042 ,  H04W72/0446 ,  H04W72/046 ,  H04W72/10 ,  H04W72/1278 ,  H04W72/14

Abstract: A method of wireless communication by a UE (user equipment) includes setting a timing parameter based on an uplink TCI (transmission configuration indication) state. The method also includes adjusting uplink transmit timing for an uplink transmission based on the timing parameter.