Build your very own UAV drone spy plane
bordelon.net
bordelon.net
However, today, ArduPilot and Paparazzi are both fairly full-featured in terms of supporting ground stations, waypoints/missions, and autoland, MultiWii/PARIS is very cheap and stable for multirotors (albeit with a more limited feature set), and OpenPilot is developing rapidly. All are open-source and they all use real sensor fusion and stabilization code rather than some sort of Kalman-filter free special sauce like this guy.
It's truly amazing how far we've come in just a few years - ten years ago a small quadcopter would have been hard to imagine (due to a lack of decent micro-sized IMUs as well as a lack of easily-obtainable large high-density LiPos), five years ago a project for only the brave, talented, and well-backed, and now we can buy them as toys!
And he managed to hit London most of the time.
From the youtube video: "This talk is all about the technology and techniques that we have developed for building an Unmanned Aerial Vehicle (UAV) that can search for and find a lost bushwalker in outback Australia"
Tridge is a great speaker, and discusses the nuances of this topic really well.
I wonder what evidence he has for that. It sounds awfully suspect.
He's not claiming anything big. Just that it works as well as conventional filters (and he might just mean "works well enough").
That being said, there's really not much to his solution - he's relying on gravity (from accelerometer) and magnetometer data to provide most of the orientation information. The IMU really isn't doing much, and I can't see how this works well during maneuvers.
EDIT: Note that's the _actual_ Kalman filter. Most of the time when people say KF, they really mean Extended Kalman Filter, which is an approximation to the real thing. Optimality goes out the window when you approximate.
Think Kirchhoff's circuit laws vs Faraday's law but with less math and more crackpottery.
Sure, he's probably doing something goofy, but it is demonstrably good enough for a toy UAV. Also, I don't think he's claiming a general solution, just something that works for his problem.
Forget which part of the law says that, but it's one of the things you learn about when studying for that test.
Great piece of kit though!