/LQR-Drone

Controlling the hovering of a drone with an LQR and filtering sensor data with a Kalman Filter

Primary LanguagePython

LQR-Drone

Linear Quadratic Regulators or LQRs are an optimal control strategy. Kalman filters are a form of optimal estimator. When these two are put together, this is known as Linear Quadratic Gaussian or LQG.

See figure 1 for the results of applying the controller to the drone and scroll further for the explanation.

Results achieved

Figure 1: Control achieved

Explanation

coming soon...