RESEARCH DIVISION // DIVISION_01
Flight Control Research
Theoretical analysis and telemetry diagnostics of closed-loop attitude feedback systems. Focusing on high-frequency noise mitigation, PID mathematics, and real-time blackbox trace diagnostics.
Flagship Scientific Publications
FC_PAPER_001FLAGSHIP PAPER
Blackbox Analysis Masterclass: Decoding Gyro Spectral Densities & PID Traces
Deep technical guide on decoding raw multirotor gyro noise, validating dynamic notches, and analyzing propwash vortex oscillations.
FC_PAPER_002FLAGSHIP PAPER
PID Tuning Beyond Presets: Control Loop Mathematics & Dynamic Idle
Mathematical modeling of the PID closed-loop feedback controller, Feed ForwardStick acceleration, and dynamic low-throttle RPM stabilization.
FC_PAPER_003FLAGSHIP PAPER
Modern Betaflight Filter Architecture: Dynamic Notch & RPM Filtering
Structural evaluation of multirotor noise filtering strategies, bi-directional DShot RPM tracking notches, and signal delay tradeoffs.
SYS_RAG_RETRIEVAL // d1d5e44b
LIVE_SYNC
// Real-time theoretical index loaded from Dify fpv-flight-tuning dataset.
# Betaflight / INAV Guides
Tuning references loaded from the FPV library.
Reference