this is a simulink project i built to estimate roll angle using a 1d kalman filter. i didn’t use any matlab function blocks — everything’s done using basic simulink blocks like sum, gain, unit delay, ...

Abstract: Kalman filters are a mature and widely used technology in the field of engineering. However, its implementation is sometimes not trivial and usually not well explained in scientific papers.