A novel QoS prediction mechanism is presented that uses an LSTM architecture and network-related QoS metrics, in order to identify specific patterns and ...

We introduce a QoS prediction scheme that is capable of predicting in advance such QoS metrics, building upon a Long Short-Term Memory (LSTM) architecture. The ...

A novel QoS prediction mechanism is presented that uses an LSTM architecture and network-related QoS metrics, in order to identify specific patterns and ...

This article describes how QoS prediction could be generated by a 5G communication system and delivered to a V2X application. The tele-operated driving use case ...

May 7, 2024 · Bibliographic details on LSTM-based QoS prediction for 5G-enabled Connected and Automated Mobility applications.

This article describes how QoS prediction could be generated by a 5G communication system and delivered to a V2X application and uses the tele-operated ...

LSTM-based QoS prediction for 5G-enabled Connected and Automated Mobility applications. S Barmpounakis, L Magoula, N Koursioumpas, R Khalili, JM Perdomo ...

This article describes a novel method for improving mobility management in 5G networks that employs a deep residual Long Short-Term Memory model.

This solution enables the vehicles to avoid or mitigate the effect of sudden QoS changes at the application level. This article describes how QoS prediction ...

This study proposes a distributed QoS prediction scheme based on the well-known Long Short-Term Memory (LSTM) architecture to account for the natural high ...