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

Author

Jian-Chao Guo

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2 papers indexed here

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Oct 2026

Real-Time UAV Sensor Fault Diagnosis Under Mission-Level Navigation Performance Constraints With MR-IGATNet

Reliable real-time fault diagnosis of onboard sensors is essential for uncrewed aerial vehicle (UAV) navigation and localization in safety–critical missions. Although recent fault detection and diagnosis (FDD) methods have improved robustness to class imbalance and limited fault data, incipient and noncatastrophic faul...

Zhong-Han Li, Yong-Bo Zhang, Jian-Chao Guo et al. · 0 citations
Open access Aug 2026

Reliability Assessment for Small-Sample Accelerated Degradation Testing with Weibull Pseudo-Failure Lifetimes

To overcome the prolonged test durations and large sample sizes inherent in conventional accelerated degradation testing (ADT), this paper develops a novel reliability assessment framework based on Weibull pseudo-failure lifetimes. Uniquely, the proposed method enables high-confidence reliability assessment using data...

Jian-Chao Guo, Hui-Min Fu · 0 citations

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