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Adaptive Unscented Kalman Filter for Target Tracking with Unknown Time-Varying Noise Covariance

The unscented Kalman filter (UKF) is widely used to address the nonlinear problems in target tracking. However, this standard UKF shows unstable performance whenever the noise covariance mismatches. Furthermore, in consideration of the deficiencies of the current adaptive UKF algorithm, this paper p...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:Sensors (Basel)
Hauptverfasser: Ge, Baoshuang, Zhang, Hai, Jiang, Liuyang, Li, Zheng, Butt, Maaz Mohammed
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI 2019
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6470672/
https://ncbi.nlm.nih.gov/pubmed/30893837
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s19061371
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