De-gen Huang

Maximum Likelihood Principle Based Adaptive UKF Algorithm

2016 · International Journal of Signal Processing Image Processing and Pattern Recognition

In this paper, we investigate the state estimation problem of nonlinear systems under the condition that the prior statistical characteristic of noise is unknown. An adaptive unscented Kalman filter (UKF) is proposed. In this algorithm, …