DRL-Based Beam Positioning for LEO Satellite Constellations with Weighted Least Squares
Fuente:
arXiv
Saved in:
| Main Authors: | Chou, Po-Heng, Wang, Chiapin, Chen, Kuan-Hao, Hsiao, Wei-Chen |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
LLM-guided DRL for Multi-tier LEO Satellite Networks with Hybrid FSO/RF Links
by: Li, Jiahui, et al.
Published: (2025)
by: Li, Jiahui, et al.
Published: (2025)
Demand-Aware Beam Hopping and Power Allocation for Load Balancing in Digital Twin empowered LEO Satellite Networks
by: Zhao, Ruili, et al.
Published: (2024)
by: Zhao, Ruili, et al.
Published: (2024)
Characterization of Mega-Constellation Links for LEO Missions With Applications to EO and ISS Use Cases
by: Capez, G. Maiolini, et al.
Published: (2025)
by: Capez, G. Maiolini, et al.
Published: (2025)
Enhancing Reliability in LEO Satellite Networks via High-Speed Inter-Satellite Links
by: Choi, Jinho
Published: (2024)
by: Choi, Jinho
Published: (2024)
Orbit-Aware Split Learning: Optimizing LEO Satellite Networks for Distributed Online Learning
by: Martinez-Gost, Marc, et al.
Published: (2025)
by: Martinez-Gost, Marc, et al.
Published: (2025)
Semantic Enabled 6G LEO Satellite Communication for Earth Observation: A Resource-Constrained Network Optimization
by: Hassan, Sheikh Salman, et al.
Published: (2024)
by: Hassan, Sheikh Salman, et al.
Published: (2024)
A Novel Joint DRL-Based Utility Optimization for UAV Data Services
by: Cai, Xuli, et al.
Published: (2024)
by: Cai, Xuli, et al.
Published: (2024)
Energy-Efficient and Intelligent ISAC in V2X Networks with Spiking Neural Networks-Driven DRL
by: Shang, Chen, et al.
Published: (2025)
by: Shang, Chen, et al.
Published: (2025)
An Autoencoder-Based Constellation Design for AirComp in Wireless Federated Learning
by: Mu, Yujia, et al.
Published: (2024)
by: Mu, Yujia, et al.
Published: (2024)
Spatial-Temporal Learning-Based Distributed Routing for Dynamic LEO Satellite Networks
by: Chou, Po-Heng, et al.
Published: (2026)
by: Chou, Po-Heng, et al.
Published: (2026)
Stochastic Geometry Based Modelling and Analysis of Uplink Cooperative Satellite-Aerial-Terrestrial Networks for Nomadic Communications with Weak Satellite Coverage
by: Dong, Wen-Yu, et al.
Published: (2024)
by: Dong, Wen-Yu, et al.
Published: (2024)
Handover and SINR-Aware Path Optimization in 5G-UAV mmWave Communication using DRL
by: Machumilane, Achilles Kiwanuka, et al.
Published: (2025)
by: Machumilane, Achilles Kiwanuka, et al.
Published: (2025)
Transformer based Collaborative Reinforcement Learning for Fluid Antenna System (FAS)-enabled 3D UAV Positioning
by: Xu, Xiaoren, et al.
Published: (2025)
by: Xu, Xiaoren, et al.
Published: (2025)
DRL-Assisted Dynamic QoT-Aware Service Provisioning in Multi-Band Elastic Optical Networks
by: Teng, Yiran, et al.
Published: (2024)
by: Teng, Yiran, et al.
Published: (2024)
Sustainable LSTM-Based Precoding for RIS-Aided mmWave MIMO Systems with Implicit CSI
by: Chou, Po-Heng, et al.
Published: (2025)
by: Chou, Po-Heng, et al.
Published: (2025)
Chameleon: Integrated Sensing and Communication with Sub-Symbol Beam Switching in mmWave Networks
by: Gao, Zhihui, et al.
Published: (2025)
by: Gao, Zhihui, et al.
Published: (2025)
FairShare: Auditable Geographic Fairness for Multi-Operator LEO Spectrum Sharing
by: Natanzi, Seyed Bagher Hashemi, et al.
Published: (2026)
by: Natanzi, Seyed Bagher Hashemi, et al.
Published: (2026)
Service Function Chain Routing in LEO Networks Using Shortest-Path Delay Statistical Stability
by: Zeng, Li, et al.
Published: (2026)
by: Zeng, Li, et al.
Published: (2026)
End-to-End Uplink Performance Analysis of Satellite-Based IoT Networks: A Stochastic Geometry Approach
by: Zhou, Jiusi, et al.
Published: (2024)
by: Zhou, Jiusi, et al.
Published: (2024)
B2LoRa: Boosting LoRa Transmission for Satellite-IoT Systems with Blind Coherent Combining
by: Zhao, Yimin, et al.
Published: (2025)
by: Zhao, Yimin, et al.
Published: (2025)
Beam Misalignment in 3GPP mmWave NR
by: Busquets, Noe Bernadas i, et al.
Published: (2025)
by: Busquets, Noe Bernadas i, et al.
Published: (2025)
Online Convex Optimization for On-Board Routing in High-Throughput Satellites
by: Bélanger, Olivier, et al.
Published: (2024)
by: Bélanger, Olivier, et al.
Published: (2024)
Quality of Service-Constrained Online Routing in High Throughput Satellites
by: Bélanger, Olivier, et al.
Published: (2023)
by: Bélanger, Olivier, et al.
Published: (2023)
Satellite-Assisted Low-Altitude Economy Networking: Concepts, Applications, and Opportunities
by: He, Shizhao, et al.
Published: (2025)
by: He, Shizhao, et al.
Published: (2025)
Cache-Aware Cooperative Multicast Beamforming in Dynamic Satellite-Terrestrial Networks
by: Yuan, Shuo, et al.
Published: (2025)
by: Yuan, Shuo, et al.
Published: (2025)
PILOT: One Physics-Integrated Generation Framework to Unify 2D and 3D Radio Map Construction
by: Huang, Weiming, et al.
Published: (2026)
by: Huang, Weiming, et al.
Published: (2026)
Federated Machine Learning for Intelligent IoT via Reconfigurable Intelligent Surface
by: Yang, Kai, et al.
Published: (2020)
by: Yang, Kai, et al.
Published: (2020)
FlexLink: Decoupling Control and Data Beams for Next-Generation Wideband Networks
by: Jain, Ish Kumar, et al.
Published: (2026)
by: Jain, Ish Kumar, et al.
Published: (2026)
Beam Scheduling for Cross-Layer ISAC: A Deep Reinforcement Learning Approach
by: Wang, Xiyu, et al.
Published: (2026)
by: Wang, Xiyu, et al.
Published: (2026)
Quantum-Assisted Joint Caching and Power Allocation for Integrated Satellite-Terrestrial Networks
by: Zhang, Yu, et al.
Published: (2023)
by: Zhang, Yu, et al.
Published: (2023)
Wireless-Friendly Window Position Optimization for RIS-Aided Outdoor-to-Indoor Networks based on Multi-Modal Large Language Model
by: Hou, Jinbo, et al.
Published: (2024)
by: Hou, Jinbo, et al.
Published: (2024)
Staggered Comb Reference Signal Design for Integrated Communication and Sensing
by: Zhang, Rui, et al.
Published: (2024)
by: Zhang, Rui, et al.
Published: (2024)
Multi-Band mm-Wave Measurement Platform Towards Environment-Aware Beam Management
by: Ichkov, Aleksandar, et al.
Published: (2024)
by: Ichkov, Aleksandar, et al.
Published: (2024)
BeamSense: Rethinking Wireless Sensing with MU-MIMO Wi-Fi Beamforming Feedback
by: Haque, Khandaker Foysal, et al.
Published: (2023)
by: Haque, Khandaker Foysal, et al.
Published: (2023)
Context-Aware Spectrum Coexistence of Terrestrial Beyond 5G Networks in Satellite Bands
by: Niloy, Ta Seen Reaz, et al.
Published: (2024)
by: Niloy, Ta Seen Reaz, et al.
Published: (2024)
Enabling Continuous 5G Connectivity in Aircraft through Low Earth Orbit Satellites
by: Parada, Raúl, et al.
Published: (2025)
by: Parada, Raúl, et al.
Published: (2025)
Knowledge-Driven Deep Learning Paradigms for Wireless Network Optimization in 6G
by: Sun, Ruijin, et al.
Published: (2024)
by: Sun, Ruijin, et al.
Published: (2024)
Securing the Sky: Integrated Satellite-UAV Physical Layer Security for Low-Altitude Wireless Networks
by: Li, Jiahui, et al.
Published: (2025)
by: Li, Jiahui, et al.
Published: (2025)
Sidelink Positioning: Standardization Advancements, Challenges and Opportunities
by: Gao, Yuan, et al.
Published: (2025)
by: Gao, Yuan, et al.
Published: (2025)
Green Learning for STAR-RIS mmWave Systems with Implicit CSI
by: Huang, Yu-Hsiang, et al.
Published: (2025)
by: Huang, Yu-Hsiang, et al.
Published: (2025)
Similar Items
-
LLM-guided DRL for Multi-tier LEO Satellite Networks with Hybrid FSO/RF Links
by: Li, Jiahui, et al.
Published: (2025) -
Demand-Aware Beam Hopping and Power Allocation for Load Balancing in Digital Twin empowered LEO Satellite Networks
by: Zhao, Ruili, et al.
Published: (2024) -
Characterization of Mega-Constellation Links for LEO Missions With Applications to EO and ISS Use Cases
by: Capez, G. Maiolini, et al.
Published: (2025) -
Enhancing Reliability in LEO Satellite Networks via High-Speed Inter-Satellite Links
by: Choi, Jinho
Published: (2024) -
Orbit-Aware Split Learning: Optimizing LEO Satellite Networks for Distributed Online Learning
by: Martinez-Gost, Marc, et al.
Published: (2025)