Kalman filter for mobile-robot attitude estimation: Novel optimized and adaptive solutions

•A test bench was developed that simulated various wheeled robot dynamic behaviors.•The optimization of Kalman-filter parameters was done based on the measurements.•New algorithms were developed to measure the external acceleration and vibrations.•An adaptive fuzzy-logic based Kalman-filter was prop...

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