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Contrastive Learning on 3D Point Clouds for Robotic Geometric Defect Detection
COSARAD detects geometric defects in 3D point clouds via contrastive learning and spatially aware patch comparison (ICRA 2026).
Alexander Tarvo
,
Yusen Wan
,
Xu Chen
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Learned Slip-Detection-Severity Framework using Tactile Deformation Field Feedback for Robotic Manipulation
Safely handling objects and avoiding slippage are fundamental challenges in robotic manipulation, yet traditional techniques often …
Neel Anand Jawale
,
Navneet Kaur
,
Elizabeth Amy Santoso
,
Xiaohai Hu
,
Xu Chen
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DOI
Optimal Loop Shaping and Disturbance Rejection Beyond the Nyquist Frequency using a Forward Model Disturbance Observer and Convex Optimization Based Filter Design
Loop shaping based on the disturbance observer (DOB) offers great flexibility in designing a control system’s closed-loop …
Thomas Chu
,
Xiaohai Hu
,
Xu Chen
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DOI
State-Space System Identification beyond the Nyquist Frequency with Collaborative Non-Uniform Sensing Data
In a multirate sampled-data system encompassing a continuous-time process and multiple output samplers with different sampling periods, …
Xiaohai Hu
,
Thomas Chu
,
Xu Chen
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DOI
Target Tracking Under Delayed and Irregularly-Sampled Visual Feedback for a Robotic Air-Hockey System
We present a target tracking system for a robotic air-hockey player, where the state of the puck is optimally estimated by fusing …
Hui Xiao
,
Xu Chen
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DOI
A Multirate Repetitive Control for Fractional-Order Servos in Laser-Based Additive Manufacturing
This paper studies repetitive control (RC) algorithms to advance the quality of repetitive energy deposition in laser-based additive …
Dan Wang
,
Xu Chen
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Enhanced Wide-Spectrum Vibration Suppression Based on Adaptive Loop Shaping
In linear feedback control, the attenuation of disturbances at the designer-selected frequencies is subjected to the fundamental …
Liting Sun
,
Xu Chen
,
Masayoshi Tomizuka
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DOI
Extended State Observer with Phase Compensation to Deal with High-frequency Vibrations in Hard Disk Drives
The extended state observer (ESO), as a special case of high-gain observers, can estimate not only the state variables but also unknown …
Minghui Zheng
,
Xu Chen
,
Masayoshi Tomizuka
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DOI
Input-to-output Discontinuity and Transient Improvement in Add-on Control Design
Add-on control is commonly used in control systems for disturbance rejection and servo enhancements. Despite the capability of greatly …
Tianyu Jiang
,
Paul Hanrahan
,
Xu Chen
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DOI
Multirate Forward-model Disturbance Observer for Feedback Regulation beyond Nyquist Frequency
A fundamental challenge in digital and sampleddata control arises when the controlled plant is subjected to fast disturbances with, …
Xu Chen
,
Hui Xiao
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