Distributed artificial intelligence enabled aerial-ground networks: Architecture, technologies and challenges

Z Xia, J Du, Y Ren, Z Han - IEEE Access, 2022 - ieeexplore.ieee.org
Artificial intelligence (AI) provides a promising and novel direction to design future time-
varying wireless networks by leading to significantly superior performances compared to …

Proportionally fair load balancing with statistical quality of service provisioning for aerial base stations

S Jiang, YL Lee, ML Tham, D Qin, YC Chang… - ETRI …, 2023 - Wiley Online Library
Aerial base stations (ABSs) seem promising to enhance the coverage and capacity of fifth‐
generation and upcoming networks. With the flexible mobility of ABSs, they can be …

Service-Oriented Network Resource Orchestration in Space-Air-Ground Integrated Network

J He, N Cheng, Z Yin, C Zhou, H Zhou… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Space-air-ground integrated networks (SAGINs) are envisioned to provide seamless
coverage and enhanced flexibility compared with traditional terrestrial mobile networks …

Incorporating distributed DRL into storage resource optimization of space-air-ground integrated wireless communication network

C Wang, L Liu, C Jiang, S Wang… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
Space-air-ground integrated network (SAGIN) is a new type of wireless network mode. The
effective management of SAGIN resources is a prerequisite for high-reliability …

Optimal HAP deployment and power control for space-air-ground IoRT networks

C Zhu, Y Li, M Zhang, Q Wang… - 2021 IEEE Wireless …, 2021 - ieeexplore.ieee.org
In recent years, Internet of Things (IoT) has become one of the most important technologies
in academia and industry. However, in many application scenarios, smart devices are …

Trajectory optimization and power allocation scheme based on DRL in energy efficient UAV‐aided communication networks

C WANG, Y CUI, D DENG, W WANG… - Chinese Journal of …, 2022 - Wiley Online Library
With flexibility, convenience and mobility, unmanned aerial vehicles (UAVS) can provide
wireless communication networks with lower costs, easier deployment, higher network …

Joint topology construction and power adjustment for UAV networks: A deep reinforcement learning based approach

W Xu, H Lei, J Shang - China Communications, 2021 - ieeexplore.ieee.org
In this paper, we investigate a backhaul framework jointly considering topology construction
and power adjustment for self-organizing UAV networks. To enhance the backhaul rate with …

Sum-Rate Maximization in Integrated Space-Air-Ground Networks under Backhaul Capacity Constraints

YK Tun, G Dán - GLOBECOM 2023-2023 IEEE Global …, 2023 - ieeexplore.ieee.org
Integrated space-air-ground (ISAG) networks have emerged as a promising technology for
next-generation commu-nication networks, which demand higher throughput and wider …

Seamless and Energy Efficient Maritime Coverage in Coordinated 6G Space-Air-Sea Non-Terrestrial Networks

S Salman Hassan, DH Kim, Y Kyaw Tun… - arXiv e …, 2022 - ui.adsabs.harvard.edu
Abstract Non-terrestrial networks (NTNs), which integrate space and aerial networks with
terrestrial systems, are a key area in the emerging sixth-generation (6G) wireless networks …

Computation offloading and energy harvesting schemes for sum rate maximization in space-air-ground networks

Y Gong, H Yao, Z Xiong, S Guo, FR Yu… - … 2022-2022 IEEE …, 2022 - ieeexplore.ieee.org
The space-air-ground (SAG) integrated networks will play a major role in the sixth
generation (6G) mobile networks, which will provide global coverage, full connection and …