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position_new = position_old + velocity_old * dt velocity_new = velocity_old

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This is a highly-rated starting point that explains inner workings without using complex matrix algebra. MATLAB File Exchange . Kalman Filter for Beginners: With MATLAB Examples " by Phil Kim position_new = position_old + velocity_old * dt velocity_new

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