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In this work, a vehicle lane precision method was proposed with the sensor fusion of Global Navigation Satellite System(GNSS) and Inertial Measurement Unit(IMU) sensors that are built-in common smartphones inside.

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jjffkkgg/AE6505-KalmanFiltering-Vehicle-Lane-Estimation

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AE6505-KalmanFiltering-Vehicle-Lane-Estimation

Quick guide for running

Run the test algorithm

Run './data/testdrivedata/main.m' (MATLAB 2020a or higher required for satellite plot)

  • Plot can be zoomed in/out through scroll
  • GPS measurements and Filtered path were plotted

Directory information

The variance measurement data and processing code are in './data/measurement_variance', and test drive data are in './data/testdrivedata/first' and './data/testdrivedata/second'.

Document

The full report document for the project is in './report'.

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In this work, a vehicle lane precision method was proposed with the sensor fusion of Global Navigation Satellite System(GNSS) and Inertial Measurement Unit(IMU) sensors that are built-in common smartphones inside.

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