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Prediction of vehicle position using an IMU and a Kalman Filter

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POSITION ESTIMATION IN CONSTANT ACCELERATION MODEL
Aaditya Prakash Kattekola
19 Jan 2023

POSITION ESTIMATION IN CONSTANT ACCELERATION MODEL

Objective of the Project

Prediction of Positional values of vehicle in a 2D plane using Kalman filter on Constant Acceleration model using an Inertial Measurement Unit (IMU) Sensor

Results

RMSE The Root Mean Square Error (RMSE) of the position is plotted in the graph above

Innovation The above the plot shows the evolution of innovation over time

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Prediction of vehicle position using an IMU and a Kalman Filter

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