A robust routing strategy based on deep reinforcement learning for mega satellite constellations

A robust routing strategy based on deep reinforcement learning for mega satellite constellations

Abstract For mega satellite constellations, it has been a great challenge to achieve global routing and guarantee the performance of inter‐satellite transmission. To address the problem, a robust routing strategy based on deep reinforcement learning is proposed in this letter. The proposed method is...

书目详细资料
Main Authors:	Ke Chu, Sixi Cheng, Lidong Zhu
格式:	文件
语言:	English
出版:	Wiley 2023-06-01
丛编:	Electronics Letters
主题:	network routing satellite communication wireless communications
在线阅读:	https://doi.org/10.1049/ell2.12820

相似书籍

Survey on Routing Technology of Mega Constellation
由: Jiaxin ZHANG, et al.
出版: (2024-03-01)

Survey on Routing Technology of Mega Constellation
由: Jiaxin ZHANG, et al.
出版: (2024-03-01)

Rethinking LEO Mega-Constellation Routing to Provide Fast Internet Access Services
由: Zijian Yang, et al.
出版: (2023-03-01)

Current status and future prospects of routing technologies for satellite Internet
由: Lidong ZHU, et al.
出版: (2021-08-01)

Current status and future prospects of routing technologies for satellite Internet
由: Lidong ZHU, et al.
出版: (2021-08-01)

Mega LEO Satellite Constellations Networking: Challenges and Key Technologies
由: SUN Yaohua, et al.
出版: (2024-12-01)

Deep Reinforcement Learning-Based Routing Method for Low Earth Orbit Mega-Constellation Satellite Networks with Service Function Constraints
由: Yan Chen, et al.
出版: (2025-02-01)

Capacity analysis of the MEO satellite constellation
由: Ya-hui WANG, et al.
出版: (2017-10-01)

Capacity analysis of the MEO satellite constellation
由: Ya-hui WANG, et al.
出版: (2017-10-01)

A Load Balancing Routing Strategy for LEO Satellite Network
由: Jiang Liu, et al.
出版: (2020-01-01)

Adaptive routing strategy in multi layer satellite communication networks
由: LI Hui, et al.
出版: (2006-01-01)

Adaptive routing strategy in multi layer satellite communication networks
由: LI Hui, et al.
出版: (2006-01-01)

A Space-Interconnection Algorithm for Satellite Constellation Based on Spatial Grid Model
由: Shuang Li, et al.
出版: (2020-07-01)

An energy consumption minimization resource allocation strategy in satellite‐terrestrial communication networks
由: Yin Wang, et al.
出版: (2023-11-01)

Queuing Delay Analysis for Wavelength Routing Optical Satellite Networks Over Dual-Layer Constellation
由: Jingkai Yang, et al.
出版: (2024-01-01)

Outage probability of two‐way hybrid satellite‐terrestrial relaying networks with hardware impairments
由: Jingjing Shi, et al.
出版: (2023-11-01)

LEO mega-constellation network:networking technologies and state of the art
由: Quan CHEN, et al.
出版: (2022-05-01)

LEO mega-constellation network:networking technologies and state of the art
由: Quan CHEN, et al.
出版: (2022-05-01)

Fast-Convergence Reinforcement Learning for Routing in LEO Satellite Networks
由: Zhaolong Ding, et al.
出版: (2023-05-01)

Space diversity study for satellite communications by using radar data in tropical region /
由: Nor Hisham Khamis, 1965-, et al.

Communications Satellite System by Using Moon Orbit Satellite Constellation
由: Sanguk Lee, et al.
出版: (2003-12-01)

Distributed Detour Routing Scheme for Link Failure with Minimized Overhead in LEO Satellite Networks
由: Jeongju Im, et al.
出版: (2023-12-01)

A Distributed Survivable Routing Algorithm for Mega-Constellations With Inclined Orbits
由: Xiaoxin Qi, et al.
出版: (2020-01-01)

Survey of Low Earth Orbit Satellite Communication Network Routing Technology
由: Shuang ZHENG, et al.
出版: (2022-09-01)

Survey of Low Earth Orbit Satellite Communication Network Routing Technology
由: Shuang ZHENG, et al.
出版: (2022-09-01)

Darkening Low-Earth Orbit Satellite Constellations: A Review
由: Ali Lalbakhsh, et al.
出版: (2022-01-01)

A Blockchain Protocol for Authenticating Space Communications between Satellites Constellations
由: Mohamed Torky, et al.
出版: (2022-09-01)

Traffic simulation of broadband LEO constellation satellite communication system
由: Xu Jun, et al.
出版: (2019-03-01)

Research on secure routing algorithm in satellite networks
由: LI Zhe, et al.
出版: (2006-01-01)

Research on secure routing algorithm in satellite networks
由: LI Zhe, et al.
出版: (2006-01-01)

A Distributed Geo-Routing Algorithm for Wireless Sensor Networks
由: Gyanendra Prasad Joshi, et al.
出版: (2009-05-01)

Limitation of Laser Satellite Communication Due To Vibrations and Atmospheric Turbulences
由: Tarq A.Mohhmad
出版: (2010-11-01)

Design of Mega-Constellations for Global Uniform Coverage with Inter-Satellite Links
由: Lu Jia, et al.
出版: (2022-04-01)

Fast Reroute Algorithms for Satellite Network With Segment Routing
由: Xun Chen, et al.
出版: (2023-01-01)

Research on Routing Optimization in Satellite Internet Based on Deep Reinforcement Learning
由: Linhui WEI, et al.
出版: (2022-09-01)

Research on Routing Optimization in Satellite Internet Based on Deep Reinforcement Learning
由: Linhui WEI, et al.
出版: (2022-09-01)

Segment routing for traffic engineering and effective recovery in low-earth orbit satellite constellations
由: Shengyu Zhang, et al.
出版: (2024-06-01)

Hierarchical Resource Management for Mega-LEO Satellite Constellation
由: Liang Gou, et al.
出版: (2025-02-01)

Analysis on Low-Earth-Orbit Constellation Networking and Adaptability of Ground IP Routing Technology
由: Ci HE, et al.
出版: (2020-09-01)

Analysis on Low-Earth-Orbit Constellation Networking and Adaptability of Ground IP Routing Technology
由: Ci HE, et al.
出版: (2020-09-01)