An Improved Smooth Variable Structure Filter and Its Application in Ship Wave Filtering

During the movement of the ship, due to the influence of wind, waves, currents, uncertain model parameters and related noise, there is a certain deviation between actual model and the theoretically model, and the system noise is cross-correlated. In this case, the traditional wave filtering algorith...

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Veröffentlicht in:Iranian journal of science and technology. Transactions of electrical engineering 2021, Vol.45 (3), p.711-719
Hauptverfasser: Jiao, Yuzhao, Zhao, Hongmei, Wang, Xiaolei, Lou, Taishan
Format: Artikel
Sprache:eng
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Zusammenfassung:During the movement of the ship, due to the influence of wind, waves, currents, uncertain model parameters and related noise, there is a certain deviation between actual model and the theoretically model, and the system noise is cross-correlated. In this case, the traditional wave filtering algorithms based on accurate model and independent Gaussian white noise will have some deviation or even divergence. In this paper, a new wave filtering technology is proposed for ship with model uncertainty and cross-correlated noise interference. Specifically, an improved smooth variable structure filter with cross-correlate noise is proposed. The simulation results illustrate the superior performance of the proposed filtering strategy compared with other existing filter algorithm.
ISSN:2228-6179
2364-1827
DOI:10.1007/s40998-020-00406-5