Sonar-Aided Manipulation in Low-Visibility Conditions by Novice Users
Underwater intervention tasks in the deep ocean are typically completed with remotely operated vehicles (ROVs) equipped with robotic manipulator arms, and rely on optical-based perception of the scene to guide the manipulation tasks. However, the performance of optical sensors is highly degraded in turbid water conditions, which can arise from a variety of causes. This work investigates the use of an imaging sonar and doppler velocity log mounted on the wrist of a manipulator for close-range scene mapping to aid in underwater intervention. We integrate this sonar-based perception method with a shared autonomy framework to facilitate safe intervention tasks by users without ROV piloting experience in turbid environments, and conduct experiments to validate our system.
Authors
- Richard Camilli (ORCID: https://orcid.org/0000-0001-8049-4298)
- Amy Phung (ORCID: https://orcid.org/0000-0003-2402-7008)
- Gideon Billings (ORCID: https://orcid.org/0000-0003-4850-8789)
Institutions
- The University of Sydney (AU)
- Australian Centre for Robotic Vision (AU)
- Massachusetts Institute of Technology (US)
- Woods Hole Oceanographic Institution (US)
Publication Details
- Published
- 2024-09-23
- DOI
- https://doi.org/10.1109/oceans55160.2024.10753694
- Citations
- 1
- Primary Topic
- Augmented Reality Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.25
Funders
- National Aeronautics and Space Administration
- Strategic Environmental Research and Development Program