Introduction: The unscented Kalman filter based on unbiased minimum-variance (UKF-UMV) estimation is usually used to handle the state estimation problem of nonlinear systems with an unknown input.
Yike Zhang, Ben Niu, Xinmin Song
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Electricity Consumption Forecasting Scheme via Improved LSSVM with Maximum Correntropy Criterion
In recent years, with the deepening of China’s electricity sales side reform and electricity market opening up gradually, the forecasting of electricity consumption (FoEC) becomes an extremely important technique for the electricity market.
Jiandong Duan +4 more
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Regularized Maximum Correntropy Criterion Kalman Filter for Uncalibrated Visual Servoing in the Presence of Non-Gaussian Feature Tracking Noise. [PDF]
Leite GR, Araújo ÍBQ, Martins AM.
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Due to increasing operational security demands, digital and intelligent condition monitoring of nuclear power plants is becoming more significant. However, establishing an accurate and effective anomaly detection model is still challenging.
Shuang Yi +4 more
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Convergence analysis of hyperparameter-free MCC-based channel estimation for mmWave MIMO systems
Accurate channel-estimation algorithms are critical for enhancing the throughput of wireless communication systems, including millimetre wave (mmWave) multiple-input multiple-output (MIMO) systems, where precise channel knowledge enables reliable signal ...
Vimal Bhatia +8 more
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Maximum correentropy-based robust Square-root Cubature Kalman Filter for vehicular cooperative navigation. [PDF]
Sun W, Zhang X, Ding W, Zhang H, Liu A.
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Newton Recursion Based Random Data-Reusing Generalized Maximum Correntropy Criterion Adaptive Filtering Algorithm. [PDF]
Zhao J, Mu Y, Qiao Y, Li Q.
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A Robust Hierarchical Estimation Scheme for Vehicle State Based on Maximum Correntropy Square-Root Cubature Kalman Filter. [PDF]
Qi D, Feng J, Li Y, Wang L, Song B.
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Maximum Correntropy with Variable Center Unscented Kalman Filter for Robust Power System State Estimation. [PDF]
Sun Z, Liu C, Peng S.
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Variational Bayesian-Based Improved Maximum Mixture Correntropy Kalman Filter for Non-Gaussian Noise. [PDF]
Li X, Guo Y, Meng Q.
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