IMPLEMENTATION OF KALMAN FILTER FOR THE INDOOR LOCATION SYSTEM OF A LEGO NXT MOBILE ROBOT
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Universidad Distrital Francisco José de Caldas
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This paper shows the implementation of an estimation technique based on Kalman filter to correct accumulated errors that occur along a trajectory when tracking location over a mobile platform (Lego NXT 2.0 type) in a known environment. The implementation begins with kinematic models and odometers to subsequently construct the filter and conduct the corresponding experimentation.
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Kalman Filter, kinematics, odometry, estimation, location.