exercise 4: line-based extended kalman filter for robot localization · 2017-04-25 · simulink...

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||Autonomous Systems Lab

Timo Hinzmann, Lucas Teixeira

25.04.2017Timo Hinzmann 1

Autonomous Mobile Robots

Exercise 4: Line-based Extended Kalman Filter

for Robot Localization

||Autonomous Systems Lab

Kalman Filter

||Autonomous Systems Lab

State & Covariance Prediction/Propagation

||Autonomous Systems Lab

State & Covariance Prediction/Propagation

||Autonomous Systems Lab

State & Covariance Prediction/Propagation

||Autonomous Systems Lab

State & Covariance Prediction/Propagation

||Autonomous Systems Lab

State & Covariance Prediction/Propagation

||Autonomous Systems Lab

State Update: Measurement Function

||Autonomous Systems Lab

State Update: Measurement Function

||Autonomous Systems Lab

State Update: Measurement Function

||Autonomous Systems Lab

State Update: Measurement Association

||Autonomous Systems Lab

State Update

||Autonomous Systems Lab

Final EKF solution

||Autonomous Systems Lab

V-Rep Simulation

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