-
公开(公告)号:US20230261909A1
公开(公告)日:2023-08-17
申请号:US18004839
申请日:2021-08-17
Applicant: QUALCOMM Incorporated
Inventor: June NAMGOONG , Taesang YOO , Naga BHUSHAN , Pavan Kumar VITTHALADEVUNI , Jay Kumar SUNDARARAJAN , Wanshi CHEN , Krishna Kiran MUKKAVILLI , Hwan Joon KWON , Alexandros MANOLAKOS , Tingfang JI
CPC classification number: H04L25/0254 , H04L25/03171 , G06N3/0455
Abstract: Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a client may select, based at least in part on a classifier, an autoencoder of a set of autoencoders to be used for encoding an observed wireless communication vector to generate a latent vector. The client may transmit the latent vector and an indication of the autoencoder. Numerous other aspects are provided.
-
42.
公开(公告)号:US20230261908A1
公开(公告)日:2023-08-17
申请号:US18003854
申请日:2021-08-13
Applicant: QUALCOMM Incorporated
Inventor: Pavan Kumar VITTHALADEVUNI , Alexandros MANOLAKOS , Taesang YOO , Naga BHUSHAN , June NAMGOONG , Jay Kumar SUNDARARAJAN , Krishna Kiran MUKKAVILLI , Hwan Joon KWON , Tingfang JI
CPC classification number: H04L25/0254 , H04L25/0226 , H04B7/0626
Abstract: Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a first device may receive a request to report updates for one or more weights of a neural network configured for encoding channel state information feedback messages. The first device may transmit a report that indicates the updates for the one or more weights. Numerous other aspects are provided.
-
公开(公告)号:US20230246775A1
公开(公告)日:2023-08-03
申请号:US18194479
申请日:2023-03-31
Applicant: QUALCOMM Incorporated
Inventor: Hung Dinh LY , June Namgoong , Taesang YOO , Krishna Kiran MUKKAVILLI , Naga BHUSHAN , Tingfang Ji , Hwan Joon Kwon , Pavan Kumar VITTHALADEVUNI , Jay Kumar SUNDARARAJAN
IPC: H04L5/00 , H04B17/309
CPC classification number: H04L5/0048 , H04B17/309
Abstract: Methods, systems, and devices for wireless communications are described. A configuration for a reference signal used to determine a non-linear behavior of transmission components at a transmitting device may be determined. The configuration for the reference signal may be determined based on signaling transmitted by the transmitting device, signaling transmitted by a device that receives the reference signal, or both. Additionally, or alternatively, the configuration for the reference signal may be determined based on a configuration of other signals transmitted by the transmitting device prior to or concurrently with the transmission of the reference signal. The determined configuration may be used to generate and transmit the reference signal or to determine a configuration of a received reference signal. In both cases, a non-linear response of transmission components at the transmitting device may be determined based on the reference signal.
-
公开(公告)号:US20230007530A1
公开(公告)日:2023-01-05
申请号:US17365510
申请日:2021-07-01
Applicant: QUALCOMM Incorporated
Inventor: Pavan Kumar VITTHALADEVUNI , Taesang YOO , Naga BHUSHAN
Abstract: Certain aspects of the present disclosure provide techniques for measurement encoding and decoding using neural networks to compress and decompress measurement data. One example method generally includes: generating, via each of a plurality of neural network encoders operating on measurement data, a compressed measurement based on a respective portion of the measurement data, wherein each of the neural network encoders is based on the same neural network model; generating at least one message indicative of the measurement data based on the compressed measurements; and transmitting the at least one message.
-
45.
公开(公告)号:US20220284267A1
公开(公告)日:2022-09-08
申请号:US17193974
申请日:2021-03-05
Applicant: QUALCOMM Incorporated
Inventor: Pavan Kumar VITTHALADEVUNI , Taesang YOO , Naga BHUSHAN
Abstract: Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a transmitting wireless communication device may encode a data set using a single shot encoding operation and a temporal processing operation associated with at least one neural network to produce an encoded data set, wherein a dimensionality of a subset of inputs of a set of inputs to the temporal processing operation is greater than a dimensionality of the encoded data set. The transmitting wireless communication device may transmit the encoded data set to a receiving wireless communication device. Numerous other aspects are described.
-
公开(公告)号:US20220263620A1
公开(公告)日:2022-08-18
申请号:US17595560
申请日:2020-06-09
Applicant: QUALCOMM Incorporated
Inventor: Bo CHEN , Joseph Binamira SORIAGA , Pavan Kumar VITTHALADEVUNI , Yu ZHANG , Chenxi HAO , Ruifeng MA , Krishna Kiran MUKKAVILLI , Tingfang JI , Hao XU
IPC: H04L5/00 , H04W72/04 , H04B7/0456
Abstract: A user equipment (UE) receives a first channel state information reference signal (CSI-RS) on a first set of beams and receives a second CSI-RS on a second set of beams. The apparatus determines a channel quality indicator (CQI), a rank indicator (RI), and a precoding matrix indicator (PMI) based on the first CSI-RS. The apparatus reports the CQI and RI using an uplink control channel and indicates the PMI using a precoded SRS transmission. The precoded SRS transmission may be precoded based on a dissimilarity between the first CSI-RS and the second CSI-RS. The first CSI-RS may include a defined precoder, and the second CSI-RS may include a precoder based on an uplink channel estimate of a non-precoded SRS from the UE.
-
公开(公告)号:US20220210676A1
公开(公告)日:2022-06-30
申请号:US17595221
申请日:2020-05-27
Applicant: QUALCOMM Incorporated
Inventor: Bo CHEN , Ruifeng MA , Yu ZHANG , Pavan Kumar VITTHALADEVUNI , Chenxi HAO , Joseph Binamira SORIAGA , Krishna Kiran MUKKAVILLI , Hao XU , Tingfang JI
Abstract: Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a user equipment (UE) may receive a configuration that indicates a sounding reference signal (SRS) resource set to be used for analog channel state feedback (CSF) and an association between the SRS resource set and a set of downlink channel state information reference signals (CSI-RSs). The UE may measure the set of downlink CSI-RSs associated with the SRS resource set. The UE may transmit one or more SRSs for analog CSF using the SRS resource set and based at least in part on measuring the set of downlink CSI-RSs. Numerous other aspects are provided.
-
公开(公告)号:US20210264254A1
公开(公告)日:2021-08-26
申请号:US16911713
申请日:2020-06-25
Applicant: QUALCOMM Incorporated
Inventor: Taesang YOO , Naga BHUSHAN , Pavan Kumar VITTHALADEVUNI , Tingfang JI , Krishna Kiran MUKKAVILLI , Jay Kumar SUNDARARAJAN , June NAMGOONG
IPC: G06N3/08
Abstract: Embodiments include methods for managing information transmission between a base station and a wireless device. A base station may apply an encoder neural network to assistance information that may aid a wireless device in communicating with the base station to generate encoded assistance information. The base station may transmit the encoded assistance information to the wireless device via a control or data channel. The wireless device may use the encoded assistance information to update one or more behaviors of the wireless device without decoding the encoded assistance information. The wireless device may include a different neural network configured to learn how to use the encoded assistance information to update one or more behaviors of the wireless device.
-
公开(公告)号:US20210105785A1
公开(公告)日:2021-04-08
申请号:US17035093
申请日:2020-09-28
Applicant: QUALCOMM Incorporated
Inventor: Alexandros MANOLAKOS , Muhammad Sayed Khairy ABDELGHAFFAR , Weimin DUAN , Pavan Kumar VITTHALADEVUNI , Krishna Kiran MUKKAVILLI
Abstract: Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a user equipment (UE) may receive downlink control information (DCI) that includes an indication of a null resource element pattern. The null resource element pattern may be indicated in the DCI using: a value of an antenna port field that also indicates one or more demodulation reference signal (DMRS) ports for the UE and a number of DMRS code-division multiplexing groups without data, or one or more zero power downlink reference signals. The UE may perform one or more demodulation interference measurements based at least in part on the null resource element pattern. The UE may demodulate a downlink communication based at least in part on performing the one or more demodulation interference measurements. Numerous other aspects are provided.
-
公开(公告)号:US20210105116A1
公开(公告)日:2021-04-08
申请号:US17024118
申请日:2020-09-17
Applicant: QUALCOMM Incorporated
Inventor: Alexandros MANOLAKOS , Weimin DUAN , Muhammad Sayed Khairy ABDELGHAFFAR , Pavan Kumar VITTHALADEVUNI , Krishna Kiran MUKKAVILLI
Abstract: Certain aspects of the present disclosure provide techniques for fast adaptation of transmission properties of sounding reference signal (SRS) resource sets. A method that may be performed by a user equipment (UE) includes receiving sounding reference signal (SRS) configuration information, configuring the UE with one or more SRS resource sets, wherein each of the one or more SRS resource sets comprises one or more SRS resources; receiving signaling comprising a field indicating which of the one or more SRS resources in the one or more SRS resource sets are active and which of the one or more SRS resources in the one or more SRS resources sets are inactive; and transmitting one or more SRSs using only the one or more SRS resources that are active.
-
-
-
-
-
-
-
-
-