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## Sensors
GPS: Accuracy: 3-5m, @2Hz
Indoor: 1mm @ 200-500 Hz
## Research
[https://vision.in.tum.de/publications](https://vision.in.tum.de/publications)
## Geometry
Invert, concatenate, estimate, optimize 3D orientation
## Algorithms
IMU Strapdown Algorithm
Control Theory
![Cascaded Control
Robot
Localization
Attitude Estimation
RPM Estimation
Sensors
Jürgen Sturm
Trajectory
Position Control
Attitude Control
Motor Speed Control
0.1 Hz
10 Hz
1 KHz
10 .000
Actuators
Quadrotor
Physical World
Kinematics
Dynamics
Autonomous Navigation for Flying Robots
17 ](Exported%20image%2020231126171859-0.png)
Watch out: The inner control loops must be around an order of magnitude faster than the outer ones, such that they appear "static". If not you can get interference between the two