Roaming Sensitivity Level Today

[ RSL(t) = \alpha \cdot SVI(t) + \beta \cdot (1 - CCF(t)) + \gamma \cdot HDH(t) ]

Roaming Sensitivity Level, Handover Optimization, Context-Aware Computing, Mobility Management, Hysteresis Control. 1. Introduction Roaming—the process of transitioning a connection from one access point or service domain to another—is fundamental to mobile networks, IoT, and autonomous systems. Traditional roaming decisions rely on static thresholds (e.g., RSSI < -75 dBm triggers a scan). However, such rigidity fails in dynamic environments. Two identical signal drops may require opposite responses depending on user context, application sensitivity, or historical network reliability. roaming sensitivity level

| Scenario | Recommended RSL | Reasoning | |----------|----------------|------------| | Streaming 4K video (train) | 0.8 | High volatility, need quick roam | | VoIP call (office) | 0.4 | Moderate, avoid mid-call handover | | Sensor node (factory) | 0.1 | Stability over reactivity | | Emergency responder | 0.95 | Always seek best link | | Idle smartphone | 0.2 | Save battery, no urgency | Correspondence: model@adaptive-systems.ai [ RSL(t) = \alpha \cdot SVI(t) + \beta