LEO Satellite Networks

LEO: Low Earth Orbit

Latest papers 17

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  1. Constrained Diffusion for Data-Scarce Orbital Monte Carlo in Constellation Tasking

    Oct 7, 2026Omar Ramadan, Sam Siavoshian, Amir Kashif Saeed +3Constrained Generative ModelingPhysics-Informed Diffusion Models

  2. ASTRA: ADMM-Accelerated Topology Reconfiguration for Dynamic Satellite Constellations

    Sep 27, 2026João Norberto, Ricardo Ferreira, Cláudia SoaresDynamic Regret MinimizationWireless Communications

  3. STR-Agent: An LLM-Driven Agent for QoS-Aware Routing in LEO Satellite Networks

    Sep 17, 2026Bowen Lu, Mugen Peng, Yaohua Sun +3LLM Agent OrchestrationWireless Communications

  4. Temporal and Multimodal Deep Learning for Cyberattack Detection in LEO Satellite Systems

    Sep 12, 2026Kyle Stein, Guillermo Francia III, Eman El-Sheikh +1Network Intrusion DetectionCybersecurity

  5. FedOrbit: Adaptive Personalized Federated Learning for Non-IID LEO Satellite Constellations

    Aug 10, 2026Satwat Bashir, Tasos Dagiuklas, Muddesar IqbalHierarchical Federated LearningFederated Learning Aggregation

  6. FedRings: A Scalable and Topology-Aware Federated Learning Framework for LEO Satellite Constellations

    Aug 4, 2026Ziwu Liu, Inês Pinto Gouveia, Rehana Yasmin +2Communication-Efficient Distributed TrainingDecentralized Learning

  7. The Cost and Network Limits of Space-Based AI Compute

    Jul 15, 2026Kees van BerkelLLM InferenceCost-Aware Inference

  8. Robust Design of Integrated Sensing and Communication in LEO Satellite Systems

    Jul 14, 2026Hezhen Yang, Xiaoming Chen, Qi WangIntegrated Sensing and CommunicationRobust Optimization

  9. Compound Interference Recognition for LR-FHSS Satellite IoT Uplinks via Multi-Domain Instance Fusion

    Jul 13, 2026H. Xu, B. He, S. Wang +1Wireless CommunicationsLEO Satellite Networks

  10. Deciphering Region-Level Signatures from Latency Measurements in LEO Satellite Internet

    Jun 28, 2026Xiang Shi, Yifei Zhang, Peng HuWireless CommunicationsLEO Satellite Networks

  11. SpaceRipple: Lightweight Semantic Delivery for Mission-Oriented LEO Earth Observation Satellite Networks

    Jun 25, 2026Ziyi Yang, Hao Yuan, Yunxiang Yi +2Learned Image CompressionSemantic Communication

  12. Free-Placement Optimization of Ground Station Locations for Low-Earth Orbit Satellites

    Jun 10, 2026Grace Ra Kim, Duncan Eddy, Vedant Srinivas +1Combinatorial OptimizationWireless Communications

  13. Deep Tech to Space: Space Data Centers and AI Revolution at the Edge

    May 19, 2026Jonas Weiss, Patricia Sagmeister, Gabriel Maiolini Capez +16Edge ComputingLEO Satellite Networks

  14. Dueling DDQN-Based Adaptive Multi-Objective Handover Optimization for LEO Satellite Networks

    May 4, 2026Po-Heng Chou, Chiapin Wang, Chung-Chi Huang +1Multi-Objective Reinforcement LearningDeep Q-Learning

  15. Spatial-Temporal Learning-Based Distributed Routing for Dynamic LEO Satellite Networks

    May 4, 2026Po-Heng Chou, Chiapin Wang, Shou-Yu Chen +1Deep Q-LearningPartially Observable RL

  16. SpaceMoE: Realizing Distributed Mixture-of-Experts Inference over Space Networks

    May 1, 2026Zhanwei Wang, Huiling Yang, Min Sheng +2Mixture-of-Experts Language ModelsMixture-of-Experts Inference

  17. Toward Scalable SDN for LEO Mega-Constellations: A Graph Learning Approach

    Apr 30, 2026Sivaram Krishnan, Bassel Al Homssi, Zhouyou Gu +3Graph Neural NetworksWireless Communications