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.· 2026 IEEE/CIC International...· 0 citations
Maritime mobile edge computing (MMEC) has emerged as a key enabler for supporting computation-intensive vision applications on uncrewed surface vehicles (USVs). However, volatile maritime channels, heterogeneous computing resources, and mismatched task offloading strategies jointly lead to excessive energy consumption...
Wen-Qian Luo, Yanglong Sun, Wei-Jian Xu et al.· IEEE Transactions on Communi...· 0 citations
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.· IEEE Transactions on Cogniti...· 0 citations
This paper investigates over-the-air (OTA) computation enabled online federated learning (FL) in low-Earth orbit (LEO) satellite networks. Specifically, we consider a dual-layer OTA aggregation architecture, where ground devices upload analog model updates to serving satellites via uplink OTA aggregation, and satellite...
Zhen-Dong Li, Shao-Jie Wang, Zhou Su et al.· 0 citations
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