DocumentCode
2577294
Title
Position USBL/DVL sensor-based navigation filter in the presence of unknown ocean currents
Author
Morgado, M. ; Batista, P. ; Oliveira, P. ; Silvestre, C.
Author_Institution
Inst. for Syst. & Robot., Inst. Super. Tecnico, Lisbon, Portugal
fYear
2010
fDate
15-17 Dec. 2010
Firstpage
2192
Lastpage
2197
Abstract
This paper presents a novel approach to the design of globally asymptotically stable (GAS) position filters for Autonomous Underwater Vehicles (AUVs) based directly on the nonlinear sensor readings of an Ultra-short Baseline (USBL) and a Doppler Velocity Log (DVL). Central to the proposed solution is the derivation of a linear time-varying (LTV) system that fully captures the dynamics of the nonlinear system, allowing for the use of powerful linear system analysis and filtering design tools that yield GAS filter error dynamics. Simulation results reveal that the proposed filter is able to achieve the same level of performance of more traditional solutions, such as the Extended Kalman Filter (EKF), while providing, at the same time, GAS guarantees, which are absent for the EKF.
Keywords
Doppler effect; Kalman filters; asymptotic stability; linear systems; navigation; nonlinear dynamical systems; nonlinear filters; oceanographic techniques; remotely operated vehicles; time-varying systems; underwater vehicles; AUV; Doppler velocity log; EKF; GAS filter error dynamics; GAS position filters; LTV system; autonomous underwater vehicles; extended Kalman Filter; filtering design tools; globally asymptotically stable position filters; linear time-varying system; nonlinear dynamic system; nonlinear sensor readings; ocean currents; position USBL/DVL sensor-based navigation filter; powerful linear system analysis; ultra-short baseline; Nonlinear dynamical systems; Observability; Receivers; Transponders; Vehicle dynamics; Vehicles;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2010 49th IEEE Conference on
Conference_Location
Atlanta, GA
ISSN
0743-1546
Print_ISBN
978-1-4244-7745-6
Type
conf
DOI
10.1109/CDC.2010.5717740
Filename
5717740
Link To Document