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Daxiong Ji

4 accepted papers

2025

MVINS: A Magnetism&vision Aided Inertial Navigation System for Autonomous Underwater Vehicles

RA-L 2025

We present a robust underwater navigation system that integrates magnetic, visual, and inertial measurements from commercial off-the-shelf sensors. Visual Inertial Navigation Systems (VINS) face challenges when used for Autonomous Underwater Vehicle (AUV) localization in perceptually degraded enviro

Cited by 3SourceScholar
2025

Reservoir Computing-Enhanced Tube-MPC: Real-Time Self-Healing Control for Robust AUV Path Following Under Dynamic Faults

IROS 2025

This paper presents a novel control framework that integrates reservoir computing (RC) with Tube model predictive control (Tube-MPC) for robust path following in quadrotor autonomous underwater vehicles (QAUVs) under sudden fault conditions. The proposed RC-Tube-MPC leverages the dynamic modeling ca

Cited by 0SourceScholar
2024

OceanGPT: A Large Language Model for Ocean Science Tasks

ACL 2024long

Ocean science, which delves into the oceans that are reservoirs of life and biodiversity, is of great significance given that oceans cover over 70% of our planet’s surface. Recently, advances in Large Language Models (LLMs) have transformed the paradigm in science. Despite the success in other domai…