Control, Dynamics & Estimation

Position and Orientation Estimation of an RC Car Using Kalman Filtering

Modeled and simulated RC-car dynamics in MATLAB to estimate vehicle position and orientation.

Implementation Designed Kalman and extended Kalman filters for the simulated vehicle, with estimation-error and state-comparison plots.

  • Modeled and simulated vehicle dynamics in MATLAB.
  • Designed Kalman and Extended Kalman Filters.
Estimation error.
State comparison.

Skills

  • MATLAB
  • Kalman Filter