AI RESEARCH
A Q-learning-based QoS-aware multipath routing protocol in IoMT-based wireless body area network
arXiv CS.AI
•
ArXi:2604.15489v1 Announce Type: cross The Internet of Medical Things (IoMT) enables intelligent healthcare services but faces challenges such as dynamic topology, energy constraints, and diverse QoS requirements. This paper proposes QQMR, a Q-learning-based QoS-aware multipath routing method for WBANs. QQMR classifies data into three priority levels and employs adaptive multi-level queuing and fuzzy C-means clustering to optimize routing decisions. It maintains separate learning policies for each data type and selects primary and backup paths accordingly.