Search
The Positioning Accuracy of BAUV Using Fusion of Data from USBL System and Movement Parameters Measurements
Abstract
The article presents a study of the accuracy of estimating the position coordinates of BAUV (Biomimetic Autonomous Underwater Vehicle) by the extended Kalman filter (EKF) method. The fusion of movement parameters measurements and position coordinates fixes was applied. The movement parameters measurements are carried out by on-board navigation devices, while the position coordinates fixes are done by the USBL (Ultra Short Base Line) system. The problem of underwater positioning and the conceptual design of the BAUV navigation system constructed at the Naval Academy (Polish Naval Academy—PNA) are presented in the first part of the paper. The second part consists of description of the evaluation results of positioning accuracy, the genesis of the problem of selecting method for underwater positioning, and the mathematical description of the method of estimating the position coordinates using the EKF method by the fusion of measurements with on-board navigation and measurements obtained with the USBL system. The main part contains a description of experimental research. It consists of a simulation program of navigational parameter measurements carried out during the BAUV passage along the test section. Next, the article covers the determination of position coordinates on the basis of simulated parameters, using EKF and DR methods and the USBL system, which are then subjected to a comparative analysis of accuracy. The final part contains systemic conclusions justifying the desirability of applying the proposed fusion method of navigation parameters for the BAUV positioning.
Citations
-
1 4
CrossRef
-
0
Web of Science
-
1 8
Scopus
Authors (2)
-
Naus Krzysztof
- Akademia Marynarki Wojennej w Gdyni Wydział Nawigacji i Uzbrojenia Okrętowego
Cite as
Full text
- Publication version
- Accepted or Published Version
- DOI:
- Digital Object Identifier (open in new tab) 10.3390/s16081279
- License
-
open in new tab
Keywords
Details
- Category:
- Articles
- Type:
- artykuł w czasopiśmie wyróżnionym w JCR
- Published in:
-
SENSORS
no. 16,
edition 8,
pages 1 - 23,
ISSN: 1424-8220 - Language:
- English
- Publication year:
- 2016
- Bibliographic description:
- Krzysztof N., Nowak A.: The Positioning Accuracy of BAUV Using Fusion of Data from USBL System and Movement Parameters Measurements// SENSORS-BASEL. -Vol. 16, iss. 8 (2016), s.1-23
- DOI:
- Digital Object Identifier (open in new tab) 10.3390/s16081279
- Verified by:
- Gdańsk University of Technology
seen 187 times
Recommended for you
Mobile inventory system for hydrotechnical objects using data from multiple sensors operating simultaneously
- J. Krawczyk,
- K. Bikonis,
- W. Dominik