Power control loops for uplink transmission for over-the-air update aggregation
AssigneeQUALCOMM Incorporated
InventorsHamed PEZESHKI, Tao LUO, Sony AKKARAKARAN
Life of this patent
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Abstract
Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a user equipment (UE) may receive, from a base station, a federated learning configuration comprising an indication of a power control loop for providing an update associated with a machine learning component, wherein the power control loop facilitates receiving the update at a received power that satisfies a received power condition associated with an over-the-air update aggregation procedure. The UE may transmit the update to the base station based at least in part on the federated learning configuration. Numerous other aspects are provided.
Claims20
A user equipment (UE) for wireless communication, comprising:
- one or more memories;
- and
- one or more processors, coupled to the one or more memories, configured to:
- transmit an update associated with a machine learning component using a first transmit power;
- and
- transmit, using a second transmit power that is based at least in part on the first transmit power, a reference signal within a specified time period corresponding to a transmission of the update, wherein the reference signal facilitates reception of the update at a received power that satisfies a received power condition associated with an over-the-air update aggregation procedure.
A network entity for wireless communication, comprising:
- one or more memories;
- and
- one or more processors, coupled to the one or more memories, configured to:
- receive, at a first received power, an update associated with a machine learning component;
- and
- receive, at a second received power that is based at least in part on the first received power, a reference signal within a specified time period corresponding to a transmission of the update, wherein the first received power satisfies a received power condition associated with an over-the-air update aggregation procedure.
A method of wireless communication performed by a user equipment (UE), comprising:
- transmitting an update associated with a machine learning component using a first transmit power;
- and
- transmitting, using a second transmit power that is based at least in part on the first transmit power, a reference signal within a specified time period corresponding to transmitting the update, wherein the reference signal facilitates reception of the update at a received power that satisfies a received power condition associated with an over-the-air update aggregation procedure.
Dependencies are inferred from the claim text.