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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Xinping Guan

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Conference Aug 2026

Value-of-Task-Driven Co-Design of Sensing and Transmission for Industrial Joint Monitoring

In industrial joint monitoring, a large number of distributed sensors can provide rich measurement data for remote state estimation. However, limited network resources often introduce significant communication latency, which degrades the timeliness and reliability of estimation. Existing approaches typically optimize e...

Xiang-Mei Pan, Xiao-Jing Wen, Jing-Zheng Tu et al. · 0 citations
2026

Knowledge-Aware Schedulability Analysis for Time-Sensitive Networking: A GNN-Based Method

Industrial automation is rapidly evolving toward flexible production. This transition requires networks to ensure the deterministic transmission of varying traffic sets across different production stages. Consequently, the system must be capable of rapidly analyzing whether fixed network resources can accommodate all s...

Qi-Ru Chen, Xin-Ping Guan, Lei Xu et al. · 0 citations

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