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Kalman Filter implementation in python to estimate the pose of a 2D robot with linear velocity and angular velocity as inputs.

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Ashok93/kalman-filter-python

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Kalman Filter

A simple kalman filter implementation in python. A simulated scenario where we consider a robot in 2D and use odometry for prediction and mocked GPS measurement for evaluation.

Dependencies

  1. Numpy
  2. Matplotlib

Just run kalman-filter.py file. You must see the results

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Kalman Filter implementation in python to estimate the pose of a 2D robot with linear velocity and angular velocity as inputs.

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