Detecting PIO with Machine Learning

Describe pilot-induced oscillations (PIO), why they are dangerous, and what motivated you to approach this problem with machine learning.

Signal Modelling & Data

Explain which signals you used (e.g. control inputs, attitude, rates), how you modeled different PIO scenarios, and how you built your datasets.

Machine Learning Approach

Summarize the models, training strategy, evaluation metrics, and how early or reliably the system can detect PIO events compared to baseline approaches.