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T. Luan

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Conference Aug 2026

MAWA: A Morality-Aware Warning-Audit Mechanism for Free-Riding Deterrence in DTN Pub-Sub Systems

Digital Twin Network (DTN) publish/subscribe (pub/sub) systems face a fundamental data-quality free-riding problem. While high-quality data benefits all participants, individual Digital Representatives (DRs) incur private costs for sensing, verification, and timely reporting, creating incentives to publish low-quality...

Jia-Chang Zhang, Jinkai Zheng, T. Luan et al. · 0 citations
Conference Aug 2026

Saliency-Aware Edge-Based 3D Gaussian Splatting for Immersive Video Streaming

3D Gaussian Splatting (3DGS) enables high-quality and efficient novel-view rendering, making it a promising representation for immersive scene streaming. However, supporting interactive 3DGS viewing on lightweight clients over wireless edge networks remains challenging, as view-dependent rendering workload, video encod...

Di-Hao Hu, Jinkai Zheng, T. Luan et al. · 0 citations
Preprint Aug 2026

GML-Based Optimization for Movable Antenna Wireless Networks: Challenges and Opportunities

This paper elaborates on the hardware architecture and channel characteristics of MA and introduces the fundamental logic of the GML framework and compares it with existing methods, and discusses the constraint handling strategies for applying the proposed optimization framework to MA networks.

Zhen-Dong Li, Yujie Zhao, Zhou Su et al. · 0 citations
2026

Attention-Enhanced Hierarchical Reinforcement Learning for Air-Ground Cooperative Perception

Air-ground cooperative perception (AGCP) integrates connected and autonomous vehicles (CAVs), roadside units (RSUs), and uncrewed aerial vehicles (UAVs) to provide wide-area coverage and high-resolution perception by leveraging their complementary perception and communication capabilities. However, the dynamic and hete...

Hai-Xia Peng, Yixin Fan, Zhou Su et al. · 0 citations
Preprint Aug 2026

Dual-Layer Over-the-Air Federated Learning in LEO Satellite Networks: Architecture, Key Technologies and Applications

This article outlines the fundamental principles of the dual-layer OTA model and introduces the adaptive BH mechanism designed for time-varying topologies, aiming to provide insights for the evolution of ubiquitous non-terrestrial intelligence.

Zhen-Dong Li, Shao-Jie Wang, Zhou Su et al. · 0 citations

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