Author

S. Vasudevan

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Preprint Aug 2026

Predictive Traffic Shaping as a UE Network Control Loop in Wireless Systems

Wireless systems usually react to current channel conditions, queue state, and policy. Yet service conditions can often be anticipated seconds ahead. This paper studies predictive traffic shaping, a slower user-equipment (UE) control loop that changes when flexible demand reaches the radio access network (RAN). The UE...

S. Vasudevan, S. Vasudevan · 0 citations