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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Jiamin Li

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4 papers indexed here

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Preprint Oct 2026

Defending Consensus-Based Cooperative Sensing Against Conformity-Driven Byzantine Attacks in 6G UAV Swarm Networks

In integrated sensing and communication (ISAC) enabled six-generation (6G) networks, unmanned aerial vehicle (UAV) swarms increasingly rely on consensus-based cooperative sensing: each node iteratively exchanges and fuses decisions with its neighbors to approach a global picture of the environment, supporting the high-...

Rui-Xing Ren, Jun-Hui Zhao, He Fang et al. · 0 citations
Preprint Aug 2026

Securing Cooperative Sensing in UAV Swarms Against Conformity-Driven Byzantine Attacks

In integrated sensing and communication (ISAC) enabled 6G unmanned aerial vehicle (UAV) swarm networks, the widely adopted imitation-based conformity cooperation mechanism can be exploited by Byzantine attackers to fabricate false consensus, causing the effective error probability of normal UAVs to evolve dynamically a...

Rui-Xing Ren, Jun-Hui Zhao, Qiuping Li et al. · 0 citations
Conference Aug 2026

Learning-Based Power Allocation for Per-Beam Timing Advance Enabled Asynchronous Cell-Free Massive MIMO

Asynchronous transmission in cell-free massive multiple-input multiple-output (CF-mMIMO) systems gives rise to delay-induced inter-carrier interference (ICI) and inter-symbol interference (ISI), which can significantly reduce spectral efficiency (SE). Although per-beam timing advance (PBTA) enables beam-level timing co...

Han-Ying Zong, Zhuo-Yan Tian, Jia-Min Li et al. · 0 citations
2026

Probabilistic Analysis of Delay and Reliability Violations With Jitter Sensitivity in Finite Blocklength Cell-Free Massive MIMO

In the sixth generation (6G) mobile networks, extreme ultra-reliable and low-latency communications (xURLLC) demand deterministic performance to guarantee absolute service in mission-critical applications. Nevertheless, most existing studies rely on average reliability metrics, fixed service configurations, or upper-bo...

Dong-Yi Jiang, Fen Ye, Jia-Min Li et al. · 0 citations

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