Define countermeasures for critical teleoperation network conditions

Define and investigate the countermeasures that teleoperation software should apply when predicted network conditions become critical, specifically when uplink data-rate falls below or round-trip latency rises above the operational thresholds used for critical-scenario detection.

Background

The proposed predictive Quality of Service framework detects critical teleoperation scenarios involving insufficient uplink data-rate or excessive round-trip latency. The paper evaluates detection performance but does not specify how teleoperation software should respond once a critical network condition is predicted.

The authors explicitly leave unresolved the practical use of QoS predictions for teleoperation, including the definition and investigation of software countermeasures for critical network scenarios.

References

Second, the concrete usage of the \ac{qos} prediction for teleoperation needs to be addressed. More specifically, the counter-measurement of a teleoperation software to critical network scenarios need to be defined and investigated.

— Mitigating Concept Drift in QoS Prediction for Teleoperation of Autonomous Vehicles Using Historic Data  (2610.08297 - Su et al., 6 Oct 2026) in Section CONCLUSION