18331718. MODEL GENERALIZATION simplified abstract (QUALCOMM Incorporated)

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MODEL GENERALIZATION

Organization Name

QUALCOMM Incorporated

Inventor(s)

Rajeev Kumar of San Diego CA (US)

Aziz Gholmieh of Del Mar CA (US)

MODEL GENERALIZATION - A simplified explanation of the abstract

This abstract first appeared for US patent application 18331718 titled 'MODEL GENERALIZATION

Simplified Explanation

Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a user equipment (UE) may obtain generalization information associated with a model, a model structure (MS), or a parameter set (PS) associated with the model. The UE may initiate a connection to a network node. The UE may filter the model, the MS, or the PS based at least in part on the generalization information. The UE may transmit UE capability information to the network node, based at least in part on filtering the model, the MS or the PS, that indicates whether the model, the MS, or the PS is applicable, available, or supported by the UE. Numerous other aspects are described.

  • User equipment (UE) obtains generalization information associated with a model, a model structure (MS), or a parameter set (PS) related to the model.
  • UE filters the model, MS, or PS based on the generalization information.
  • UE transmits UE capability information to a network node based on the filtering results.
  • The technology aims to improve wireless communication by optimizing the compatibility between UE and network nodes.
  • Potential applications of this technology include enhancing network efficiency and improving user experience in wireless communication.
  • The problems solved by this technology include ensuring seamless connectivity and maximizing the utilization of available resources in wireless networks.
  • The benefits of this technology include increased network reliability, reduced latency, and enhanced overall performance in wireless communication systems.
  • Potential commercial applications of this technology in the telecommunications industry can lead to more efficient network operations and improved customer satisfaction.
  • Possible prior art may include patents related to UE capabilities and network optimization in wireless communication systems.
      1. Unanswered Questions
        1. How does this technology impact battery life in user equipment (UE)?

The abstract does not mention the potential effects of this technology on the battery life of UE devices. It would be essential to understand if the filtering process or transmission of UE capability information has any impact on power consumption.

        1. What are the specific criteria used for filtering the model, the MS, or the PS by the user equipment (UE)?

The abstract briefly mentions filtering based on generalization information, but it does not detail the specific criteria or algorithms used for this filtering process. Understanding the criteria can provide insights into the decision-making process of UE in transmitting capability information to network nodes.


Original Abstract Submitted

Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a user equipment (UE) may obtain generalization information associated with a model, a model structure (MS), or a parameter set (PS) associated with the model. The UE may initiate a connection to a network node. The UE may filter the model, the MS, or the PS based at least in part on the generalization information. The UE may transmit UE capability information to the network node, based at least in part on filtering the model, the MS or the PS, that indicates whether the model, the MS, or the PS is applicable, available, or supported by the UE. Numerous other aspects are described.

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