Journal of Information Organization


Vol No. 13 ,Issue No. 2 2023

Kalman Filter Extension and Nonlinear Filters for Sensor Data Processing
Emil Iontchev, Rosen Miletiev, Petar Kapanakov and Lachezar Hristov
Emil Iontchev is with the Higher School of Transport “T. Kableshkov” 158 Geo Milev Street, Sofia 1574, Bulgaria., Rosen Miletiev is with the Faculty of Telecommunications at Technical University of Sofia 8 Kl. Ohridski Blvd, Sofia 1000 Bulgaria., Peta
Abstract: Kalman Filter Extension is used to fix the object position in the space for which we added sensor data and developed proper algorithms. The two filters, Non-linear Kalman and Linear are employed to study. To fix the magnetometer data, the external magnetic disturbances rejection is studied for which algorithms are used. For accelerometer data, a lowpass filter is used. Both stationary and dynamic platforms are considered to measure the rotation angles of the car seats.
Keywords: Accelerometer, Gyroscope, Magnetometer, Kalman Filter Kalman Filter Extension and Nonlinear Filters for Sensor Data Processing
DOI:https://doi.org/10.6025/jio/2023/13/2/43- 52
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