AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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This paper presents a companion-computer chain that converts Pixhawk-class MAVLink telemetry into operator advice on an NVIDIA Jetson Nano, and labelled evaluation uses synthetic injection, not concurrent live-load flight scoring.
A Composite Health Index (CHI) is developed to transform multi-motor sensor data into an interpretable machine-level degradation indicator and is used to train ensemble machine learning models including Random Forest, Extra Trees, and XGBoost.
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