Space-air-ground integrated network resource allocation based on service function chain

P Zhang, P Yang, N Kumar… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… The configuration of network resources directly affects the … resources, resulting in unreasonable
total resource allocation… , this paper proposes a resource allocation algorithm based on …

Energy efficient resource allocation for UAV-assisted space-air-ground Internet of remote things networks

Z Li, Y Wang, M Liu, R Sun, Y Chen, J Yuan, J Li - IEEE Access, 2019 - ieeexplore.ieee.org
… limited in IoRT networks, the hierarchical Space-Air-Ground architecture is very essential
for … efficient resource allocation problem in a two-hop uplink communication for Space-Air-…

Joint resource allocation and UAV trajectory optimization for spaceair–ground Internet of remote things networks

Y Wang, Z Li, Y Chen, M Liu, X Lyu, X Hou… - IEEE Systems …, 2020 - ieeexplore.ieee.org
… Obviously, the resource allocation is the key issue highly … A resource allocation algorithm
is therefore proposed and the … 2) A three-block resource allocation algorithm is then proposed …

Learning-based queue-aware task offloading and resource allocation for spaceair–ground-integrated power IoT

H Liao, Z Zhou, X Zhao, Y Wang - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
… of resource allocation at edge servers and cloud servers directly affects the decisions of
task offloading and resource allocation … and resource allocation decisions are also coupled. …

Service-oriented fair resource allocation and auction for civil aircrafts augmented space-air-ground integrated networks

Q Chen, W Meng, S Han, C Li - IEEE Transactions on Vehicular …, 2020 - ieeexplore.ieee.org
… In Section III, the SOF resource allocation, including subchannel allocation algorithm and …
Based on SOF resource allocation, we present a user update mechanism and a resource

Joint gateway selection and resource allocation for cross-tier communication in space-air-ground integrated IoT networks

Y Shi, Y Xia, Y Gao - IEEE Access, 2020 - ieeexplore.ieee.org
… Given the space-air-ground integrated IoT network ar… of gateway selection and resource
allocation as well as UAV de… ground-to-air, air-to-air, and air-to-space communication links. …

Distributed deep reinforcement learning assisted resource allocation algorithm for space-air-ground integrated networks

P Zhang, Y Li, N Kumar, N Chen… - … on Network and …, 2022 - ieeexplore.ieee.org
… fast response and efficient resource allocation scheme [26]. In the current research on
integrated air-space networks, some results have emerged on RL-based resource allocation. Most …

Resource Allocation for Space-Air-Ground Integrated Networks: A Comprehensive Review

H Liang, Z Yang, G Zhang, H Hou - Journal of Communications …, 2024 - ieeexplore.ieee.org
resource allocation. Through a critical review of existing literature, this paper categorizes
various resource allocation … role of integrated and intelligent resource allocation mechanisms in …

Dynamic sfc embedding algorithm assisted by federated learning in space-air-ground integrated network resource allocation scenario

P Zhang, Y Zhang, N Kumar… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
… CONCLUSION In this paper, we study the resource allocation problem in SAGIN from the
perspective of SFC embedding. We introduce recent research on SFC embedding and SFC …

Joint optimization of resource allocation and multi-UAV trajectory in space-air-ground IoRT networks

M Liu, Y Wang, Z Li, X Lyu… - 2020 IEEE Wireless …, 2020 - ieeexplore.ieee.org
… (UAV) space-air-ground (… resource allocation scheme under partial computing offloading
mode is studied, which jointly optimizes device scheduling, resource partitioning, bit allocation