Attitude determination using gyros and vector measurements aided with adaptive kinematics modelin

•The kinematic model of angular rates is added to build the process model.•The variance components are adaptively tuned and estimated.•Gyros and vector measurements are used to construct the measurement model.•Adaptive kinematics-aided Kalman filtering is proposed for attitude estimation.•Numerical simulation is used to verify the performance of the proposed method.