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Xi Luo

6 accepted papers

2025

Data-Driven MPC for Attitude Control of Autonomous Underwater Robot

IROS 2025

High maneuverability is essential to the autonomous operation of underwater robots. To achieve real-time maneuvering motion, the control strategy must take into account nonlinear hydrodynamic effects, which are extremely difficult to accurately capture during motion and therefore a balance must be s

Cited by 1SourceScholar
2025

Frequency Domain Information Integrated Network for Low-Light Image Enhancement

ICASSP 2025accepted

Low-light images often suffer from significant noise and detail loss, making it challenging to effectively distinguish signals from noise when processed directly in the spatial domain. To this end, we introduce frequency domain information to better distinguish high-frequency details from low-freque…

Cited by 0SourceScholar
2025

Learning Production Functions for Supply Chains with Graph Neural Networks

AAAI 2025technical

The global economy relies on the flow of goods over supply chain networks, with nodes as firms and edges as transactions between firms. While we may observe these external transactions, they are governed by unseen production functions, which determine how firms internally transform the input product…

2024

A Multi-modal Hybrid Robot with Enhanced Traversal Performance*

ICRA 2024poster

Current multi-modal hybrid robots with flight and wheeled modes have fallen into the dilemma that they can only avoid obstacles by re-taking off when encountering obstacles due to the poor performance of wheeled obstacle-crossing. To tackle this problem, this paper presents a novel multi-modal hybri…

Cited by 0SourceScholar
2024

Attitude Control for Morphing Quadrotor through Model Predictive Control with Constraints*

ICRA 2024poster

Morphing quadrotors that can be potentially applied to confined spaces such as warehouses, tanks, and pipelines have flourished in recent years. Most work has focused on the mechanical feasibility of the morphing systems and high-level flight controller design, with limited discussions on low-level…

Cited by 2SourceScholar
2024

Model Predictive Control for an Autonomous Underwater Robot with Fully Vectored Propulsion

ICRA 2024poster

Due to the low motion efficiency and maneuver-ability of underwater robots with six degrees of freedom, it is challenging for them to respond quickly to the attitude requirements during underwater autonomous manipulation. This paper presents a novel autonomous underwater robot with fully vectored pr…

Cited by 3SourceScholar