Intelligent dual active protocol stack handover based on double DQN deep reinforcement learning for 5G mmWave networks
The recently proposed dual active protocol stack (DAPS) handover (HO) is one of the
mobility enhancements that can effectively reduce the handover interruption time (HIT) in 5G …
mobility enhancements that can effectively reduce the handover interruption time (HIT) in 5G …
Enhancing handover for 5g mmwave mobile networks using jump Markov linear system and deep reinforcement learning
The Fifth Generation (5G) mobile networks use millimeter waves (mmWaves) to offer gigabit
data rates. However, unlike microwaves, mmWave links are prone to user and topographic …
data rates. However, unlike microwaves, mmWave links are prone to user and topographic …
Intelligent handover decision scheme using double deep reinforcement learning
Handovers (HOs) have been envisioned to be more challenging in 5G networks due to the
inclusion of millimetre wave (mm-wave) frequencies, resulting in more intense base station …
inclusion of millimetre wave (mm-wave) frequencies, resulting in more intense base station …
Prediction-based conditional handover for 5G mm-wave networks: A deep-learning approach
Conditional handover (CHO) is one of several promising mobility enhancements in 5G
networks. By making preparation decisions earlier than in LTE HO, CHO can provide an …
networks. By making preparation decisions earlier than in LTE HO, CHO can provide an …
Deep reinforcement learning based handover management for millimeter wave communication
The Millimeter Wave (mm-wave) band has a broad-spectrum capable of transmitting multi-
gigabit per-second date-rate. However, the band suffers seriously from obstruction and high …
gigabit per-second date-rate. However, the band suffers seriously from obstruction and high …
Federated learning based proactive handover in millimeter-wave vehicular networks
K Qi, T Liu, C Yang - 2020 15th IEEE International Conference …, 2020 - ieeexplore.ieee.org
Proactive handover can avoid frequent handovers and reduce handover delay, which plays
an important role in maintaining the quality of service (QoS) for mobile users in millimeter …
an important role in maintaining the quality of service (QoS) for mobile users in millimeter …
Enabling efficient blockage-aware handover in RIS-assisted mmWave cellular networks
L Jiao, P Wang, A Alipour-Fanid… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Recently, networks operate at frequencies over 28 GHz (mmWave) have emerged as a
viable solution for 5G mobile networks to provide Gbps data rate. Due to the high directivity …
viable solution for 5G mobile networks to provide Gbps data rate. Due to the high directivity …
Dual-Connectivity Handover Scheme for a 5G-Enabled Ambulance
Y Zhao, X Zhang, X Gao, K Yang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Remote first-aid treatment on ambulances is a promising application of 5G. However, there
still exist gaps between the capabilities of current 5G networks and the stringent …
still exist gaps between the capabilities of current 5G networks and the stringent …
Dynamic handover control parameters for LTE-A/5G mobile communications
Deploying ultra-dense small-cell base stations in the next-generation mobile networks is
one of the most expected approaches to overcome the uncertainty of millimeter wave (mm …
one of the most expected approaches to overcome the uncertainty of millimeter wave (mm …
An adaptive TTT handover (ATH) mechanism for dual connectivity (5G mmWave—LTE advanced) during unpredictable wireless channel behavior
Fifth Generation (5G) signals using the millimeter wave (mmWave) spectrums are highly
vulnerable to blockage due to rapid variations in channel link quality. This can cause the …
vulnerable to blockage due to rapid variations in channel link quality. This can cause the …