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Adaptive Delay-Free Filtering Based on IMU for Improving Ship Heave Measurement

Authors :
Daohua Lu
Yong Zhang
Jia Wang
Source :
Sensors, Vol 23, Iss 24, p 9791 (2023)
Publication Year :
2023
Publisher :
MDPI AG, 2023.

Abstract

Ship heave motion measurement is crucial for ensuring vessel stability, navigation precision, and maritime engineering safety. In order to achieve accurate heave motion measurement, a method based on an adaptive digital high–pass filter is proposed. The approach involves constructing a ship heave motion model, conducting an analysis of heave motion, determining the optimal cutoff frequency for the adaptive filter based on an analysis of filtering and sensor errors, and designing an adaptive delay–free digital high–pass filter. Through simulation experiments in various sea conditions and platform tests, the method demonstrates superior performance. In comparison to fixed–parameter complementary filters, it exhibits a reduction of over 50% in maximum error and mean square error.

Details

Language :
English
ISSN :
14248220
Volume :
23
Issue :
24
Database :
Directory of Open Access Journals
Journal :
Sensors
Publication Type :
Academic Journal
Accession number :
edsdoj.5886464c0ab5465bb929d271f64caba9
Document Type :
article
Full Text :
https://doi.org/10.3390/s23249791