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复杂系统认知与决策... [18]
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资助机构:National Natural Science Foundation of China
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A Hierarchical Architecture for Multisymptom Assessment of Early Parkinson's Disease via Wearable Sensors
期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2022, 卷号: 14, 期号: 4, 页码: 1553-1563
作者:
Wang, Chen
;
Peng, Liang
;
Hou, Zeng-Guang
;
Li, Yanfeng
;
Tan, Ying
;
Hao, Honglin
Adobe PDF(1912Kb)
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浏览/下载:313/15
  |  
提交时间:2023/03/20
Diseases
Machine learning
Hidden Markov models
Accelerometers
Monitoring
Gyroscopes
Parkinson's disease
Wearable computing
Sensor systems
multilevel fusion
multisymptom assessment
Parkinson's disease (PD)
wearable sensor system
TR-GAN: Multi-Session Future MRI Prediction With Temporal Recurrent Generative Adversarial Network
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2022, 卷号: 41, 期号: 8, 页码: 1925-1937
作者:
Fan, Chen-Chen
;
Peng, Liang
;
Wang, Tian
;
Yang, Hongjun
;
Zhou, Xiao-Hu
;
Ni, Zhen-Liang
;
Wang, Guan'an
;
Chen, Sheng
;
Zhou, Yan-Jie
;
Hou, Zeng-Guang
收藏
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浏览/下载:467/0
  |  
提交时间:2022/09/19
Magnetic resonance imaging
Generative adversarial networks
Task analysis
Three-dimensional displays
Training
Generators
Data models
Alzheimer's disease
magnetic resonance imaging
generative adversarial network
A Control Framework for Adaptation of Training Task and Robotic Assistance for Promoting Motor Learning With an Upper Limb Rehabilitation Robot
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2022, 卷号: 52, 期号: 12, 页码: 7737-7747
作者:
Wang, Chen
;
Peng, Liang
;
Hou, Zeng-Guang
Adobe PDF(2528Kb)
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收藏
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浏览/下载:247/17
  |  
提交时间:2022/06/10
Robots
Trajectory
Task analysis
Training
Oscillators
Rehabilitation robotics
Real-time systems
Assist as needed (AAN)
motor learning
nonlinear adaptive control
rehabilitation robotics
A Novel Deep Learning Bi-GRU-I Model for Real-Time Human Activity Recognition Using Inertial Sensors
期刊论文
IEEE SENSORS JOURNAL, 2022, 卷号: 22, 期号: 6, 页码: 6164-6174
作者:
Tong, Lina
;
Ma, Hanghang
;
Lin, Qianzhi
;
He, Jiaji
;
Peng, Liang
收藏
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浏览/下载:204/0
  |  
提交时间:2022/06/10
Sensors
Feature extraction
Deep learning
Inertial sensors
Data mining
Convolutional neural networks
Accelerometers
Human activity recognition (HAR)
inertial sensor
deep learning
Bi-GRU
inception architecture
The Assessment of Upper-Limb Spasticity Based on a Multi-Layer Process Using a Portable Measurement System
期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2021, 卷号: 29, 页码: 2242-2251
作者:
Wang, Chen
;
Peng, Liang
;
Hou, Zeng-Guang
;
Zhang, Pu
Adobe PDF(1907Kb)
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浏览/下载:179/17
  |  
提交时间:2021/12/28
Spasticity quantification
portable assessment device
modified genetic algorithm
ensemble empirical mode decomposition (EEMD)
multi-layer fusion
Stability-Guaranteed Variable Impedance Control of Robots Based on Approximate Dynamic Inversion
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 卷号: 51, 期号: 7, 页码: 4193-4200
作者:
Sun, Tairen
;
Peng, Liang
;
Cheng, Long
;
Hou, Zeng-Guang
;
Pan, Yongping
收藏
  |  
浏览/下载:261/0
  |  
提交时间:2021/11/02
Approximate dynamic inversion (ADI)
impedance control
robot control
trajectory tracking
variable impedance
A Novel Sparse Geometric 3-D LiDAR Odometry Approach
期刊论文
IEEE SYSTEMS JOURNAL, 2021, 卷号: 15, 期号: 1, 页码: 1390-1400
作者:
Liang, Shuang
;
Cao, Zhiqiang
;
Guan, Peiyu
;
Wang, Chengpeng
;
Yu, Junzhi
;
Wang, Shuo
Adobe PDF(4597Kb)
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收藏
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浏览/下载:390/83
  |  
提交时间:2021/05/06
Laser radar
Feature extraction
Simultaneous localization and mapping
Three-dimensional displays
Computational complexity
Distance measurement
Lighting
Line and plane features
line-to-line and plane-to-plane associations
sparse geometric map
3-D light detection and ranging (LiDAR) odometry
Prediction of Human Voluntary Torques Based on Collaborative Neuromusculoskeletal Modeling and Adaptive Learning
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 卷号: 68, 期号: 6, 页码: 5217-5226
作者:
Wang, Weiqun
;
Shi, Weiguo
;
Hou, Zeng-Guang
;
Chen, Badong
;
Liang, Xu
;
Ren, Shixin
;
Wang, Jiaxing
;
Peng, Liang
Adobe PDF(13331Kb)
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收藏
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浏览/下载:393/64
  |  
提交时间:2021/04/06
Muscles
Adaptation models
Adaptive learning
Force
Calibration
Hip
Electromyography
Adaptive learning
human–
robot interaction
neuromusculoskeletal modeling
parameter calibration
surface electromyography (sEMG) processing
A Novel 3D LiDAR SLAM Based on Directed Geometry Point and Sparse Frame
期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2021, 卷号: 6, 期号: 2, 页码: 374-381
作者:
Liang, Shuang
;
Cao, Zhiqiang
;
Wang, Chengpeng
;
Yu, Junzhi
收藏
  |  
浏览/下载:278/0
  |  
提交时间:2021/03/08
3D LiDAR SLAM
directed geometric point
sparse frame
point propagation
Automatic Detection and Location of Weld Beads With Deep Convolutional Neural Networks
期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2021, 卷号: 70, 页码: 12
作者:
Yang, Lei
;
Fan, Junfeng
;
Liu, Yanhong
;
Li, En
;
Peng, Jinzhu
;
Liang, Zize
收藏
  |  
浏览/下载:225/0
  |  
提交时间:2021/03/08
Data augmentation
deep convolutional network model
object location
samples updating
semantic segmentation
weld bead