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A hands-on tutorial on PX4 flight log analysis with ULog format and Flight Review tool. Four real-world cases: vibration diagnosis via FFT, EKF anomaly detection, power supply issues, and PID tuning problems. Plus Python + pyulog automation scripts for batch production-line log analysis.

A complete PaddleDetection-based pipeline for small-object UAV detection and tracking: PP-YOLOE-SOD detection, OC-SORT/ByteTrack tracking, trajectory smoothing, motion prediction, and gimbal aiming control. Includes tracker parameter tuning, ROI focusing, EMA smoothing, PID control, and RTX PRO 5000 performance benchmarks.

Confused by RC receiver protocols? This guide breaks down SBUS, PPM, iBus, and CRSF with refresh rates, channel counts, latency, and wiring tips. Learn which protocol fits aerial photography drones, racing quads, and lightweight 3D-printed builds—with real flight experience from F450, MARK5, and micro drone setups.

Peking University researchers present JitTrack, a motion-aware Transformer tracking framework that stabilizes multi-object tracking under violent viewpoint jitter in agile UAV flights. Three modules—SQR, MAR, and MIDT—natively adapt to drone 3-axis camera motion, achieving 38.4% MOTA on VisDrone2019-MOT and 68.1% IDF1 on UAVDT with real-flight validation.

Step-by-step tutorial: connect the TDK InvenSense ICM-45686 6-axis MEMS IMU module to an Arduino UNO via SPI. Learn wiring diagrams, library installation, Polling_SPI example code, and how to read accelerometer, gyroscope, and temperature data in real time.

Xidian University researchers unveil DynUAV, a new CVPR 2026 benchmark that breaks the smooth-motion assumption in drone multi-object tracking. With 42 sequences, 37,893 frames, and over 1.7M annotations, it rigorously tests MOT algorithms under aggressive maneuvers, motion blur, and extreme viewpoint shifts.

Learn how to select open-source flight controller hardware like an engineer: MCU (STM32H7 vs F4), industrial vs consumer IMU temperature behavior, sensor redundancy (barometer, compass, GPS), MAVLink v2, CAN bus, redundant power design, and expansion planning. A practical guide from real field failures to engineering-level selection criteria.

Discover why changing an anti-drone interceptor airframe from cylindrical to teardrop demands a full redesign of AI tracking, flight control PID loops, and ESC power curves. Learn the science behind aerodynamic-stability mismatches and how Aomway approaches full-system co-development for real-world interception reliability.

A complete compass & GPS interference troubleshooting guide for APM/ArduPilot and PX4: symptom-based diagnosis, log curve signatures, the 6 most common interference sources, APM/PX4 parameter tables, 5 wiring commandments, and a real 3-step log analysis case study.

OpenVINS is an open-source visual-inertial odometry platform that fuses camera + IMU into real-time 6-DoF localization when GPS fails. Multi-camera support, calibration, simulation, and dataset evaluation make it a reusable VIO research and engineering base.