← Search

Yan Zhi Tan

4 accepted papers

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
2018

Edge and Corner Detection for Unorganized 3D Point Clouds with Application to Robotic Welding

IROS 2018poster

In this paper, we propose novel edge and corner detection algorithms for unorganized point clouds. Our edge detection method evaluates symmetry in a local neighborhood and uses an adaptive density based threshold to differentiate 3D edge points. We extend this algorithm to propose a novel corner det…

Cited by 102SourceScholar
2016

Object detection and motion planning for automated welding of tubular joints

IROS 2016poster

Automatic welding of tubular TKY joints is an important and challenging task for the marine and offshore industry. In this paper, a framework for tubular joint detection and motion planning is proposed. The pose of the real tubular joint is detected using RGB-D sensors, which is used to obtain a rea…

Cited by 27SourceScholar
2015

Identification and reconstruction of complex weld geometry based on modified entropy

IROS 2015poster

In this paper, a modified entropy-based algorithm is proposed for identification and reconstruction of a complex weld geometry. The edge of the weld geometry is identified based on minimizing a modified entropy-type cost function, and the weld geometry is reconstructed based on the detected edge. In…

Cited by 2SourceScholar