4 papers · 1 filter
DREAM: Domain-aware Reasoning for Efficient Autonomous Underwater Monitoring
Zhenqi Wu, Abhinav Modi, Angelos Mavrogiannis +6
The ocean is warming and acidifying, increasing the risk of mass mortality events for temperature-sensitive shellfish such as oysters. This motivates the development of long-term m…
Cascade IPG Observer for Underwater Robot State Estimation
Kaustubh Joshi, Tianchen Liu, Nikhil Chopra
This paper presents a novel cascade nonlinear observer framework for inertial state estimation. It tackles the problem of intermediate state estimation when external localization i…
3D Water Quality Mapping using Invariant Extended Kalman Filtering for Underwater Robot Localization
Kaustubh Joshi, Tianchen Liu, Alan Williams +3
Water quality mapping for critical parameters such as temperature, salinity, and turbidity is crucial for assessing an aquaculture farm's health and yield capacity. Traditional app…
UIVNAV: Underwater Information-driven Vision-based Navigation via Imitation Learning
Xiaomin Lin, Nare Karapetyan, Kaustubh Joshi +5
Autonomous navigation in the underwater environment is challenging due to limited visibility, dynamic changes, and the lack of a cost-efficient accurate localization system. We int…