LINK PERFORMANCE PREDICTION TECHNOLOGIES

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 commun...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Svennebring, Jonas, Jeyaraj, Antony Vance
Format: Patent
Sprache:eng
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Beschreibung
Zusammenfassung: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.