17819216. GRADIENT COMMUNICATION FOR MODEL UPDATING simplified abstract (QUALCOMM Incorporated)

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GRADIENT COMMUNICATION FOR MODEL UPDATING

Organization Name

QUALCOMM Incorporated

Inventor(s)

Tianyang Bai of Somerville NJ (US)

Hua Wang of Basking Ridge NJ (US)

Junyi Li of Fairless Hills PA (US)

GRADIENT COMMUNICATION FOR MODEL UPDATING - A simplified explanation of the abstract

This abstract first appeared for US patent application 17819216 titled 'GRADIENT COMMUNICATION FOR MODEL UPDATING

Simplified Explanation

    • Explanation:**

The patent application relates to wireless communication, where a reporting user equipment (UE) receives feedback on local gradients from multiple transmitter UEs and generates a combined gradient to transmit to a network node.

  • The reporting UE receives feedback on local gradients from multiple transmitter UEs.
  • The UE generates a combined gradient based on the median or trimmed average of the local gradients.
  • The combined gradient is transmitted to a network node via a shared resource with other reporting UEs.
    • Potential Applications:**
  • Wireless communication networks
  • Mobile devices
  • Internet of Things (IoT) devices
    • Problems Solved:**
  • Efficient feedback collection from multiple transmitter UEs
  • Improved communication reliability and performance
  • Resource sharing among reporting UEs
    • Benefits:**
  • Enhanced network performance
  • Reduced interference
  • Optimal resource utilization


Original Abstract Submitted

Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a reporting user equipment (UE) may receive feedback that indicates a plurality of local gradients from a plurality of respective transmitter UEs via a first plurality of respective resources. The UE may generate a combined gradient based at least in part on a median of the plurality of local gradients or a trimmed average of the plurality of local gradients. The UE may transmit the combined gradient to a network node via a second resource that is shared by the reporting UE and at least one other reporting UE configured to transmit a respective combined gradient to the network node. Numerous other aspects are provided.

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