Vertical Handover Decision using Machine Learning in Vehicular Platooning
Rami Khoder, Rola Naja, Salam Ismail, Nadia Mouawad, Samir Tohmé · 2021
This paper addresses the vertical handover (VHO) decision for vehicle platoons in heterogeneous vehicle networks. In fact, in this context, a vehicular on-board unit may be attached to different radio frequency technologies. More specifically, we consider that a vertical handover should be triggered by the degradation of the quality of service (QoS) level due to disruptive vehicles. In this context, we propose a vertical handover decision based on different machine learning techniques. We elaborate a detailed review of various machine learning techniques and prove that the random forest is the most appropriate technique for our considered scenario.