Estimation of wave glider dynamics for precise positioning
Nicholas Kraus, Brian Bingham
Abstract
Nicholas Kraus, Brian Bingham
Abstract
The wave glider is a new autonomous surface platform with unique capabilities for persistent observation in a variety of marine environments. The applications of this novel technology continue to expand; some of the potential oceano-graphic applications will require precise positioning and navigation beyond the platforms current capabilities. In this article we discuss the potential for precise localization of a wave glider based on a augmenting the onboard instrumentation (adding a high quality global positioning receiver and inertial measure unit) and implementing an estimation algorithm (an extended Kalman filter using a two-body dynamic model). To understand the capabilities and limitations of the wave glider's novel propulsion mechanism, consisting of a surface float and submerged glider to harvest wave energy for forward motion, we propose a simplified dynamic model appropriate for real-time implementation. The physical parameters of this model are identified using experimental measurements collected from a wave glider operating in a coastal environment. Finally, we present the results of a proof-of-concept field experiment where the wave glider at the surface was used to precisely position a instrument moored to the seafloor to evaluate the performance of the wave glider for the type of mission that requires precise navigation.
OpenAlex reports 34 citations for this work. Citation counts describe recorded attention and do not establish research quality.
A contribution statement is not available in the OpenAlex record.
Method details are not available in the OpenAlex metadata.
Findings are not separately available in the OpenAlex metadata.
Limitations are not available in the OpenAlex metadata.
Application details are not available in the OpenAlex metadata.
The wave glider is a new autonomous surface platform with unique capabilities for persistent observation in a variety of marine environments. The applications of this novel technology continue to expand; some of the potential oceano-graphic applications will require precise positioning and navigation beyond the platforms current capabilities. In this article we discuss the potential for precise localization of a wave glider based on a augmenting the onboard instrumentation (adding a high quality global positioning receiver and inertial measure unit) and implementing an estimation algorithm (an extended Kalman filter using a two-body dynamic model). To understand the capabilities and limitations of the wave glider's novel propulsion mechanism, consisting of a surface float and submerged glider to harvest wave energy for forward motion, we propose a simplified dynamic model appropriate for real-time implementation. The physical parameters of this model are identified using experimental measurements collected from a wave glider operating in a coastal environment. Finally, we present the results of a proof-of-concept field experiment where the wave glider at the surface was used to precisely position a instrument moored to the seafloor to evaluate the performance of the wave glider for the type of mission that requires precise navigation.
Key concepts: Glider, Underwater glider, Computer science, Kalman filter, Instrumentation (computer programming), Inertial measurement unit, Marine engineering, Aerospace engineering