US Patent Application 18356423. LINK PERFORMANCE PREDICTION TECHNOLOGIES simplified abstract

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LINK PERFORMANCE PREDICTION TECHNOLOGIES

Organization Name

Intel Corporation


Inventor(s)

Jonas Svennebring of Sollentuna (SE)

Antony Vance Jeyaraj of Bengaluru (IN)

LINK PERFORMANCE PREDICTION TECHNOLOGIES - A simplified explanation of the abstract

This abstract first appeared for US patent application 18356423 titled 'LINK PERFORMANCE PREDICTION TECHNOLOGIES

Simplified Explanation

The present disclosure is about Link Performance Predictions (LPPs) used in managing radio communication links. LPPs predict future network behaviors/metrics such as bandwidth, latency, capacity, and coverage holes.

  • LPPs are used to improve signaling and link resource utilization in network nodes.
  • The link performance analysis is divided into multiple layers, each determining its own link performance metrics.
  • Different algorithms and machine learning models are used in each layer to provide results.
  • The results from each layer are fused together by an LPP layer/engine to obtain the final LPP.
  • The LPPs are then communicated to network nodes for operational decision-making.
  • The patent application describes other embodiments and claims related to the invention.


Original Abstract Submitted

The present disclosure is related to Link Performance Predictions (LPPs), which are used in connection with management of radio communication links. The LPPs are predictions of future network behaviors/metrics (e.g., bandwidth, latency, capacity, coverage holes, and/or the like). The LPPs are communicated to network nodes, which allows the network nodes to make operational decisions for improved signaling/link resource utilization. The link performance analysis is divided into multiple layers that determine their own link performance metrics, which are then fused together to make an LPP. Each layer runs different algorithms and/or machine learning models, and provides respective results to an LPP layer/engine that fuses the results together to obtain the LPP. Other embodiments are described and/or claimed.

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