An automatic multi-level gyro calibration architecture for consumer portable devices

A novel calibration architecture that calculates the gyro biases without any external equipment and without any user intervention is proposed. This architecture uses a Kalman filter algorithm and utilizes multi-level constraints, such as pseudo-observation updates and the accelerometer and magnetometer measurements. Walking tests with smartphones show that the proposed architecture is effective and accurate when being used under various scenarios with different phone contexts.