Machine learning-based user scheduling in integrated satellite-haps-ground networks
Integrated space-air-ground networks promise to offer a valuable solution space for
empowering the sixth generation of communication networks (6G), particularly in the context …
empowering the sixth generation of communication networks (6G), particularly in the context …
A vision and framework for the high altitude platform station (HAPS) networks of the future
A High Altitude Platform Station (HAPS) is a network node that operates in the stratosphere
at an of altitude around 20 km and is instrumental for providing communication services …
at an of altitude around 20 km and is instrumental for providing communication services …
HAPS-UAV-enabled heterogeneous networks: A deep reinforcement learning approach
The integrated use of non-terrestrial network (NTN) entities such as the high-altitude
platform station (HAPS) and low-altitude platform station (LAPS) has become essential …
platform station (HAPS) and low-altitude platform station (LAPS) has become essential …
Service-aware user association and resource allocation in integrated terrestrial and non-terrestrial networks: A genetic algorithm approach
DJ Birabwa, D Ramotsoela, N Ventura - IEEE Access, 2022 - ieeexplore.ieee.org
In 6G networks and beyond, multiple radio access networks (RANs), including; the satellite,
high altitude platforms, low altitude platforms, and the terrestrial network, will co-exist. These …
high altitude platforms, low altitude platforms, and the terrestrial network, will co-exist. These …
Demand-Driven Task Scheduling and Resource Allocation in Space-Air-Ground Integrated Network: A Deep Reinforcement Learning Approach
K Fan, B Feng, X Zhang, Q Zhang - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Space-air-ground integrated network (SAGIN) can support a wide variety of task scenarios
as a next-generation network. In this dynamic network, tasks with different characteristics …
as a next-generation network. In this dynamic network, tasks with different characteristics …
[HTML][HTML] Multi-agent deep reinforcement learning for user association and resource allocation in integrated terrestrial and non-terrestrial networks
DJ Birabwa, D Ramotsoela, N Ventura - Computer Networks, 2023 - Elsevier
Integrating the terrestrial network with non-terrestrial networks to provide radio access as
anticipated in the beyond 5G networks calls for efficient user association and resource …
anticipated in the beyond 5G networks calls for efficient user association and resource …
Traffic Prediction-Based Dynamic Resource Control Strategy in HAPS-Mounted MEC-Assisted Satellite Communication Systems
Y Kawamoto, M Takahashi, S Verma… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
Satellite communication is increasingly essential and widely used, especially with the rapid
development of the Internet of Things (IoT) and networks beyond fifth-generation (B5G) …
development of the Internet of Things (IoT) and networks beyond fifth-generation (B5G) …
[HTML][HTML] Computation and wireless resource management in 6G space-integrated-ground access networks
N Hui, Q Sun, L Tian, Y Wang, Y Zhou - Digital Communications and …, 2024 - Elsevier
Abstract In 6th Generation Mobile Networks (6G), the Space-Integrated-Ground (SIG) Radio
Access Network (RAN) promises seamless coverage and exceptionally high Quality of …
Access Network (RAN) promises seamless coverage and exceptionally high Quality of …
Reinforcement learning in the sky: A survey on enabling intelligence in ntn-based communications
Non terrestrial networks (NTN) involving 'in the sky'objects such as low-earth orbit satellites,
high altitude platform systems (HAPs) and Unmanned Aerial Vehicles (UAVs) are expected …
high altitude platform systems (HAPs) and Unmanned Aerial Vehicles (UAVs) are expected …
MAGIC: Matching Game-based Resource Allocation with Incomplete Information in Space Communication Network
Collaboration between low Earth orbit (LEO) and geostationary Earth orbit (GEO) satellites
in space communication networks has the advantages of wider coverage and higher …
in space communication networks has the advantages of wider coverage and higher …