Qualcomm incorporated (20240179636). POWER CONTROL LOOPS FOR UPLINK TRANSMISSION FOR OVER-THE-AIR UPDATE AGGREGATION simplified abstract
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 20240179636 titled 'POWER CONTROL LOOPS FOR UPLINK TRANSMISSION FOR OVER-THE-AIR UPDATE AGGREGATION
Simplified Explanation
The abstract of the patent application describes a system where a user equipment (UE) receives a federated learning configuration from a base station, allowing for updates associated with a machine learning component to be transmitted based on power control loops and received power conditions.
- The user equipment (UE) receives a federated learning configuration from a base station.
- The configuration includes an indication of a power control loop for providing updates associated with a machine learning component.
- The power control loop ensures that updates are received at a power level that satisfies a received power condition associated with an over-the-air update aggregation procedure.
- The UE transmits the updates to the base station based on the federated learning configuration.
Potential Applications
This technology could be applied in wireless communication systems to improve the efficiency of machine learning updates and power control mechanisms.
Problems Solved
This technology solves the problem of optimizing power control loops for machine learning updates in wireless communication systems.
Benefits
The benefits of this technology include improved reliability and efficiency of machine learning updates in wireless communication systems.
Potential Commercial Applications
Potential commercial applications of this technology include enhancing the performance of wireless networks and improving the overall user experience.
Possible Prior Art
One possible prior art for this technology could be existing systems that use power control mechanisms for over-the-air updates in wireless communication networks.
Unanswered Questions
1. How does the federated learning configuration impact the overall performance of the machine learning component in the system? 2. Are there any potential security concerns related to transmitting updates based on power control loops in wireless communication systems?
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.
