Interactive Demo

Real-Time Particle Filter Simulation

Resampling...

Demonstrating landmark-based range-only localization. The true state (red dot) is estimated by a cloud of particles (orange dots) that weights and resamples based on range measurements to beacons (blue circles). Click/drag on the canvas to manually guide the robot.

Live Telemetry

True State (x, y) -
Estimate (x̂, ŷ) -
RMSE Error -
Eff. Particles (Neff) -

Simulation Parameters

← Back to Research Overview