5G Smart Mobility Management Based Fuzzy Logic Controller Unit

Abstract

In the paper, we propose a fuzzy logic controller system to be implemented for smart mobility management in the 5G wireless communication network. Mobility management is considered as a main issue for all-IP mobile networks future generation. As a network-based mobility management protocol, Internet Engineering Task Force developed the Proxy Mobile IPv6 (PMIPv6) in order to support the mobility of IP devices, and many other results were presented to reduce latency handover and the amount of PMIPv6 signaling, but it is not enough for the application needs in realtime. The present paper describes an approach based on the IEEE 802.21 Media Independent Handover (MIH) standard and PMIPv6, so we present a new vertical handover algorithm for anticipating handover process efficiently. Our object is to propose a smart mobility management that contribute in 5G wireless communication system network operating functions. Two proposed dynamic thresholds were successfully made to guaranty process triggering, and a new primitive MIH is proposed for signaling a needed handover to be done. Simulation results demonstrate a significant reduction of the handover delay, packet loss, handover blocking probability and signaling overhead. Simulation results and tests are accomplished.

Double‐deep Q‐learning‐based handover management in mmWave heterogeneous networks with dual connectivity

“…In Reference 29, a novel hierarchical SDN architecture is proposed, effectively addressing the network control problems and practical challenges of mmWave transmission. References 30 and 31 also employ adaptive handover parameter optimization algorithms, utilizing current UE state information as input to a fuzzy logic controller to dynamically adjust handover parameters for each terminal. In References 32 and 33, the target BS is directly selected using deep reinforcement learning and contextual multi‐armed bandit methods, respectively, when the handover condition is triggered.…”