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Bearing fault detection with lightweight feature extraction mechanism based on smoothed dilated convolution. [PDF]
Sci RepPang Y, Li X.
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Recognition method for microgrid switching misoperations based on multi-source heterogeneous data fusion. [PDF]
Sci RepYang H, Zhang Z, Zhang S, Liang R.
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A Variational Theorem-Based Uncertain Initialization SOC Estimation Technique in Li-Ion Battery Applications. [PDF]
ACS OmegaZhou Z, Zhang C, Chen S.
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Nonlinear Dynamics, 2021
The identification of time-varying physical parameters of nonlinear systems is still a challenging task. Limited studies based on the wavelet multiresolution analysis (WMA) have been attempted, which requires full measurements of structural displacement, velocity and acceleration responses of all degrees of freedom and exact information of external ...
Ning Yang, Jun Li, Ying Lei, Hong Hao
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The identification of time-varying physical parameters of nonlinear systems is still a challenging task. Limited studies based on the wavelet multiresolution analysis (WMA) have been attempted, which requires full measurements of structural displacement, velocity and acceleration responses of all degrees of freedom and exact information of external ...
Ning Yang, Jun Li, Ying Lei, Hong Hao
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Geomagnetic orbit determination: EKF or UKF?
Aircraft Engineering and Aerospace Technology, 2021 Purpose Autonomous orbit determination using geomagnetic measurements is an important backup technique for safe spacecraft navigation with a mere magnetometer. The geomagnetic model is used for the state estimation of orbit elements, but this model is highly nonlinear.
Wu, Jin +4 more
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Nonlinear Target Identification and Tracking Using UKF
2007 IEEE International Conference on Granular Computing (GRC 2007), 2007 In this paper, we implemented target identification algorithm using Dempster Shafer theory (DST) and tracking algorithm using extended Kalman filter (EKF) and unscented Kalman filter (UKF). A tracking filter is developed and simulated based on UKF to track nonlinear, ballistic and reentry targets.
KHAIRNAR, DG +3 more
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Research on Trajectory Tracking Algorithm Based on LSTM-UKF
2021 7th IEEE International Conference on Network Intelligence and Digital Content (IC-NIDC), 2021Aiming at the problems of excessive error and inability to track the traditional target tracking algorithm in the absence of observations, a trajectory tracking model combined with Long Short-Term Memory (LSTM) is designed.
Jing Zhang 0111, YingNian Wu, Shuai Jiao
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