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Motion Forecasting Network (MoFCNet): IMU-Based Human Motion Forecasting for Hip Assistive Exoskeleton 期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2023, 卷号: 8, 期号: 9, 页码: 5783-5790
作者:  Zhang, Xingxuan;  Zhang, Haojian;  Hu, Jianhua;  Deng, Jieren;  Wang, Yunkuan
Adobe PDF(1895Kb)  |  收藏  |  浏览/下载：176/72  |  提交时间：2023/11/17
Intention recognition  prosthetics and exoskeletons  human motion forecasting  
Keypoint Localization Based on Convolutional Neural Network for Robotic Implantation of Flexible Micro-Electrodes 会议论文
, 墨西哥/成都, 2022年8月24日-2022年8月26日
作者:  Liang, Wenliang;  Qin, Fangbo;  Han, Xinyong;  Zhang, Dapeng
Adobe PDF(1788Kb)  |  收藏  |  浏览/下载：125/43  |  提交时间：2023/06/28
A New Diagnosis Method with Few-shot Learning Based on a Class-rebalance Strategy for Scarce Faults in Industrial Processes 期刊论文
Machine Intelligence Research, 2023, 页码: 1-12
作者:  Xu, Xinyao;  Xu, De;  Qin, Fangbo
Adobe PDF(1677Kb)  |  收藏  |  浏览/下载：176/61  |  提交时间：2023/06/21
data augmentation  feature clustering  class-rebalance strategy  few-shot learning  fault diagnosis  
A Flexible Quality Inspection Robot System for Multi-type Surface Defects 会议论文
, 中国，昆明, 2022-8-12
作者:  Li Mingwei;  Shang Xiuqin;  Zhou Qianyu;  Shi Yali;  Zhang Zhengtao
Adobe PDF(910Kb)  |  收藏  |  浏览/下载：147/38  |  提交时间：2023/06/20
surface defect detection  robot system  3-dementional surface  
Uncertainty Quantification in Remaining Useful Life Prediction under Covariate Shift 期刊论文
Neural Computing and Applications, 2023, 页码: 28
作者:  Wang Huanjie;  Bai Xiwei;  Tan Jie;  Liu Chengbao
Adobe PDF(5073Kb)  |  收藏  |  浏览/下载：141/55  |  提交时间：2023/06/19
Remaining useful life  Uncertainty quantification  Bayesian convolutional neural network  
Gait Pattern Identification and Phase Estimation in Continuous Multilocomotion Mode Based on Inertial Measurement Units 期刊论文
IEEE SENSORS JOURNAL, 2022, 卷号: 22, 期号: 17, 页码: 16952-16962
作者:  Zhang, Xingxuan;  Zhang, Haojian;  Hu, Jianhua;  Zheng, Jun;  Wang, Xinbo;  Deng, Jieren;  Wan, Zihao;  Wang, Haotian;  Wang, Yunkuan
Adobe PDF(9495Kb)  |  收藏  |  浏览/下载：305/31  |  提交时间：2022/11/14
Gait pattern identification  phase estimate  adaptive oscillators  gait event detector  wearable robots  
Four-Criterion-Optimization Based Coordination Motion Control of Dual-arm Robots 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2022, 页码: Early Access
作者:  Yuchuang Tong;  Jinguo Liu;  Xin Zhang;  Zhaojie Ju
Adobe PDF(27075Kb)  |  收藏  |  浏览/下载：198/35  |  提交时间：2022/09/20
Coordination motion control  Motion planning  Dual-arm robot  Recurrent neural network (RNN)  Redundant manipulator  
Practical Robotic Auditory Perception and Approaching Methods Based on Small-sized Microphone Array 期刊论文
INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2022, 页码: 1-16
作者:  Wang, Zhiqing;  Zou, Wei;  Zhang, Chi;  Kang, Zhaobing;  Zhu, Jiagang
Adobe PDF(9439Kb)  |  收藏  |  浏览/下载：230/28  |  提交时间：2022/06/10
Aural feature extraction  robotic audition  sound source localization  source approaching control  
Hardware-Oriented Algorithm for High-Speed Laser Centerline Extraction Based on Hessian Matrix 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2021, 卷号: 70, 页码: 14
作者:  Li, Zhikai;  Ma, Liping;  Long, Xianlei;  Chen, Yunze;  Deng, Haitao;  Yan, Fengxia;  Gu, Qingyi
Adobe PDF(3764Kb)  |  收藏  |  浏览/下载：279/40  |  提交时间：2022/03/17
Hardware image processing  Hessian matrix  high-speed vision  laser centerline extraction  line-section 3-D reconstruction  
Adaptive Fault-tolerant Control for Trajectory Tracking and Rectification of Directional Drilling 期刊论文
INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2022, 卷号: 20, 期号: 1, 页码: 334-348
作者:  Zhang, Chi;  Zou, Wei;  Cheng, Ningbo;  Gao, Junshan
Adobe PDF(3031Kb)  |  收藏  |  浏览/下载：220/30  |  提交时间：2022/03/17
Fault-tolerant control (FTC)  integral sliding mode control (ISMC)  neural network (NN)  nonlinear control system  reinforcement learning (RL)