Decentralized control synthesis for air traffic management in urban air mobility

S Bharadwaj, S Carr, N Neogi… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Urban air mobility (UAM) refers to air transportation services within an urban area, often in
an on-demand fashion. We study air traffic management (ATM) for vehicles in a UAM fleet …

Multi-agent reinforcement learning based resource management in MEC-and UAV-assisted vehicular networks

H Peng, X Shen - IEEE Journal on Selected Areas in …, 2020 - ieeexplore.ieee.org
In this paper, we investigate multi-dimensional resource management for unmanned aerial
vehicles (UAVs) assisted vehicular networks. To efficiently provide on-demand resource …

Dynamic digital twin and distributed incentives for resource allocation in aerial-assisted internet of vehicles

W Sun, P Wang, N Xu, G Wang… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Internet of Vehicles (IoV), when empowered by aerial communications, provides vehicles
with seamless connections and proximate computing services. The unpredictable network …

Urban traffic control in software defined internet of things via a multi-agent deep reinforcement learning approach

J Yang, J Zhang, H Wang - IEEE Transactions on Intelligent …, 2020 - ieeexplore.ieee.org
As the growth of vehicles and the acceleration of urbanization, the urban traffic congestion
problem becomes a burning issue in our society. Constructing a software defined Internet of …

Distributed learning for vehicle routing decision in software defined Internet of vehicles

K Lin, C Li, Y Li, C Savaglio… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
With the increasing number of vehicles, the traffic congestion is becoming more and more
serious. In order to alleviate such a problem, this article considers transmission and …