Adaptive Delay-Free Filtering Based on IMU for Improving Ship Heave Measurement.
IMU
adaptive digital filtering
heave motion
marine systems
Journal
Sensors (Basel, Switzerland)
ISSN: 1424-8220
Titre abrégé: Sensors (Basel)
Pays: Switzerland
ID NLM: 101204366
Informations de publication
Date de publication:
13 Dec 2023
13 Dec 2023
Historique:
received:
01
11
2023
revised:
07
12
2023
accepted:
08
12
2023
medline:
23
12
2023
pubmed:
23
12
2023
entrez:
23
12
2023
Statut:
epublish
Résumé
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.
Identifiants
pubmed: 38139638
pii: s23249791
doi: 10.3390/s23249791
pii:
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Subventions
Organisme : Key Research and Development Project of Jiangsu Province: R&D of Key Technologies for Deep-water Autonomous Navigation Robots and Supporting Platforms
ID : BE2022062