Evaluation of Ocean Currents Observed from Autonomous Surface Vehicles

Abstract

The development of autonomous surface vehicles, such as the Boeing Liquid Robotics Wave Glider, has revolutionized our ability to collect surface ocean–lower atmosphere observations, a crucial step toward developing better physical understanding of upper-ocean and air–sea interaction processes. However, due to the wave-following nature of these vehicles, they experience rapid shifting, rolling, and pitching under the action of surface waves, making motion compensation of observations of ocean currents particularly challenging. We present an evaluation of the accuracy of Wave Glider–based ADCP measurements by comparing them with coincident and collocated observations collected from a bottom-mounted ADCP over the course of a week-long experiment. A novel motion compensation method, tailored to wave-following surface vehicles, is presented and compared with standard approaches. We show that the use of an additional position and attitude sensor (GPS/IMU) significantly improves the accuracy of the observed currents.

Document Details

Document Type
Pub Defense Publication
Publication Date
Oct 01, 2023
Source ID
10.1175/jtech-d-23-0066.1

Entities

People

  • Benjamin A. Hodges
  • Benjamin Greenwood
  • J. Thomas Farrar
  • Kayli Matsuyoshi
  • Laurent Grare
  • Luc Lenain
  • Nicholas M. Statom
  • Nick Pizzo

Organizations

  • Ames Research Center
  • Goddard Space Flight Center
  • Office of Naval Research Global
  • University of California
  • Woods Hole Oceanographic Institution

Tags

Readers

  • Ocean-Atmosphere Mesoscale Modeling, Data Assimilation, and Flux Boundary Layers
  • Robotics and Automation.
  • Systems Analysis and Design

Technology Areas

  • AI & ML
  • AI & ML - Autonomous Systems
  • Autonomy
  • Space
  • Space - Spacecraft Maneuvers