9 citations · 24 across the 5 of their papers we have counts for
5 papers
Mobility-Aware Seamless Handover with MPTCP in Software-Defined HetNets
Haonan Tong, Tao Wang, Yujiao Zhu +3
In this paper, the problem of vertical handover in software-defined network (SDN) based heterogeneous networks (HetNets) is studied. In the studied model, HetNets are required to o…
A Machine Learning Approach for Task and Resource Allocation in Mobile Edge Computing Based Networks
Sihua Wang, Mingzhe Chen, Xuanlin Liu +3
In this paper, a joint task, spectrum, and transmit power allocation problem is investigated for a wireless network in which the base stations (BSs) are equipped with mobile edge c…
Analysis of Memory Capacity for Deep Echo State Networks
Xuanlin Liu, Mingzhe Chen, Changchuan Yin +1
In this paper, the echo state network (ESN) memory capacity, which represents the amount of input data an ESN can store, is analyzed for a new type of deep ESNs. In particular, two…
Optimized Trajectory Design in UAV Based Cellular Networks for 3D Users: A Double Q-Learning Approach
Xuanlin Liu, Mingzhe Chen, Changchuan Yin
In this paper, the problem of trajectory design of unmanned aerial vehicles (UAVs) for maximizing the number of satisfied users is studied in a UAV based cellular network where the…
Federated Echo State Learning for Minimizing Breaks in Presence in Wireless Virtual Reality Networks
Mingzhe Chen, Omid Semiari, Walid Saad +2
In this paper, the problem of enhancing the virtual reality (VR) experience for wireless users is investigated by minimizing the occurrence of breaks in presence (BIP) that can det…