18434278. POWER CONTROL LOOPS FOR UPLINK TRANSMISSION FOR OVER-THE-AIR UPDATE AGGREGATION simplified abstract (QUALCOMM Incorporated)
Contents
- 1 POWER CONTROL LOOPS FOR UPLINK TRANSMISSION FOR OVER-THE-AIR UPDATE AGGREGATION
- 1.1 Organization Name
- 1.2 Inventor(s)
- 1.3 POWER CONTROL LOOPS FOR UPLINK TRANSMISSION FOR OVER-THE-AIR UPDATE AGGREGATION - A simplified explanation of the abstract
- 1.4 Simplified Explanation
- 1.5 Potential Applications
- 1.6 Problems Solved
- 1.7 Benefits
- 1.8 Potential Commercial Applications
- 1.9 Possible Prior Art
- 1.10 Unanswered Questions
- 1.11 Original Abstract Submitted
POWER CONTROL LOOPS FOR UPLINK TRANSMISSION FOR OVER-THE-AIR UPDATE AGGREGATION
Organization Name
Inventor(s)
Hamed Pezeshki of San Diego CA (US)
Sony Akkarakaran of Poway CA (US)
POWER CONTROL LOOPS FOR UPLINK TRANSMISSION FOR OVER-THE-AIR UPDATE AGGREGATION - A simplified explanation of the abstract
This abstract first appeared for US patent application 18434278 titled 'POWER CONTROL LOOPS FOR UPLINK TRANSMISSION FOR OVER-THE-AIR UPDATE AGGREGATION
Simplified Explanation
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.
- User equipment (UE) receives a federated learning configuration from a base station.
- The configuration includes a power control loop for providing updates associated with a machine learning component.
- The power control loop ensures the update is received at the correct power level.
- The UE transmits the update back to the base station based on the configuration.
Potential Applications
This technology could be applied in: - Wireless communication systems - Machine learning in mobile devices - Over-the-air update procedures
Problems Solved
- Ensuring updates are received at the correct power level - Facilitating machine learning updates in wireless networks
Benefits
- Improved efficiency in updating machine learning models - Enhanced performance of wireless communication systems
Potential Commercial Applications
Optimizing machine learning updates in mobile devices
Possible Prior Art
No known prior art at this time.
Unanswered Questions
How does the power control loop determine the correct power level for receiving updates?
The abstract does not provide specific details on the mechanism used by the power control loop to determine the correct power level for receiving updates.
What are the specific machine learning components that can benefit from this technology?
The abstract mentions machine learning components but does not specify the types or applications of these components that could benefit from the technology.
Original Abstract Submitted
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.
