Normtawan Phuttaamart

Hybrid Bi-LSTM and Deep Reinforcement Learning for AI-Native Predictive Mobility Management in High-Mobility 5G/6G Networks

Reliable mobility management is critical for high-mobility 5G/6G applications such as smart cities, intelligent transportation systems (ITS), and connected vehicles, where reactive 3GPP handover mechanisms become unreliable as user equipment (UE) velocity increases. This paper proposes a hybrid Bidirectional LSTM (Bi-L...