基于混杂理论的下肢康复机器人人机交互控制方法研究

61873304
2018
F0309.机器人学与智能系统
孙中波
面上项目
教授
长春工业大学
63万元
下肢康复机器人;意图识别;稳定性;人机交互;混合系统
2019-01-01到2022-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Upper Limb Multi-Joint Angle Estimation Based on Multichannel sEMG Signals Using Elman Neural Network 会议论文 Yongbai Liu;Gang Wang;Zhenda Tian;Keping Liu;Zhongbo Sun
2 Two DTZNN Models of O(tau^ 4) Pattern for Online Solving Dynamic System of Linear Equations: Application to Manipulator Motion Generation 期刊论文 Zhongbo Sun;Yongbai Liu;Lin Wei;Keping Liu;Long Jin;Luquan Ren
3 Nonconvex noise-tolerant neural model for repetitive motion of omnidirectional mobile manipulators 期刊论文 Zhongbo Sun;Shijun Tang;Jiliang Zhang;Junzhi Yu
4 An Adaptive Iterative Learning Control Based on Disturbance Estimation for Manipulator System 期刊论文 Keping Liu;Yuanyuan Chai;Zhongbo Sun;Yan Li
5 An advanced form-finding of tensegrity structures aided with noise-tolerant zeroing neural network, 期刊论文 Zhongbo Sun;Liming Zhao;Keping Liu;Long Jin;Junzhi Yu;Chunxu Li
6 A Dai–Yuan conjugate gradient algorithm of linear equation constrained optimization approach for optimal robust controller of bipedal robots 期刊论文 Min Wang;Zhongbo Sun;Bangcheng Zhang;Zaixiang Pang;Dawei Jiang
7 A New Projected Active Set Conjugate Gradient Approach for Taylor-type Model Predictive Control: Application to Lower Limb Rehabilitation Robots With Passive and Active Rehabilitation 期刊论文 Tian Shi;Yantao Tian;Zhongbo Sun;Bangcheng Zhang;Zaixiang Pang;Junzhi Yu;Xin Zhang
8 非线性优化理论与最优控制方法 奖励 孙中波;金龙;刘克平;刘梅;孙颖异
9 非线性优化理论与控制方法 奖励 孙中波;金龙;刘克平;张邦成;田彦涛
10 Different modified zeroing neural dynamics with inherent tolerance to noises for time-varying reciprocal problems: A control-theoretic approach 期刊论文 Sun Zhongbo;Li Feng;Zhang Bangcheng;Sun Yingyi;Jin Long
11 Development and evaluation of a wearable lower limb rehabilitation robot 期刊论文 Wanting Li;Keping Liu;Chunxu Li;Zhongbo Sun;Shuai Liu;Jian Gu
12 An upper limb multi-joint motion intention recognition method using noise-tolerant zeroing neurodynamic model and LSTM network based on sEMG signals 期刊论文 Bangcheng Zhang;Xuteng Lan;Yongbai Liu;Gang Wang;Zhongbo Sun
13 Noise-Suppressing Zeroing Neural Network for Online Time-Varying Nonlinear Optimization Problems: A Control-Based Approach 期刊论文 Zhongbo Sun;Tian Shi;Lin Wei;Yingyi Sun;Keping Liu;Long Jin
14 LS-SVM Combined with ZNN for Predicting the Continuous Motion Joint Angle of Lower Limb 会议论文 Xin Zhang;Keping Liu;Chunxu Li;Jiang Yi;Xiaoqin Duan;Zhongbo Sun
15 Generalized zeroing neural network model for online solving time-varying cube roots with various external disturbances in different domain 期刊论文 Gang Wang;Yongbai Liu;Yingyi Sun;Junzhi Yu;Zhongbo Sun
16 A novel form-finding method via noise-tolerant neurodynamic model for symmetric tensegrity structure 期刊论文 Zhongbo Sun;Taotao Heng;Liming Zhao;Keping Liu;Long Jin;Junzhi Yu
17 一种新型下肢康复外骨骼机器人以及控制方法 专利 刘克平;李婉婷;孙中波;张振国;金龙;段晓琴;易江;李岩;廉宇峰;刘帅师
18 Design and Analysis of a Wearable Upper Limb Rehabilitation Robot with Characteristics of Tension Mechanism 期刊论文 Zaixiang Pang;Tongyu Wang;Zhanli Wang;Junzhi Yu;Sun Zhongbo;Shuai Liu
19 Noise-tolerant neural algorithm for online solving Yang-Baxter-type matrix equation in the presence of noises: A control-based method 期刊论文 Tian Shi;Yantao Tian;Zhongbo Sun;Keping Liu;Long Jin;Junzhi Yu
20 Discrete-time Zeroing Neural Network of O(tau^4) Pattern for Online Time-Varying Nonlinear Optimization: Application to Manipulator Motion Generation 期刊论文 Zhongbo Sun;Tian Shi;Long Jin;Bangcheng Zhang;Zaixiang Pang;Junzhi Yu
21 Disturbance Observer Compensation Based on Sliding-Mode Approach for Solving Compliant Actuator Tracking Control Problems 会议论文 Changxian Xu;Jian Gu;Yongbai Liu;Liming Zhao;Zhongbo Sun
22 RBF neural network-sliding model control approach for lower limb rehabilitation robot based on gait trajectories of sEMG estimation 会议论文 Zhongbo Sun;Xiaoqin Duan;Feng Li;Yongbai Liu;Gang Wang;Tian Shi;Keping Liu
23 An adaptive iterative learning control approach for lower limb rehabilitation robot in noisy environments 会议论文 Zhongbo Sun;Feng Li;Yufeng Lian;Shuaishi Liu;Keping Liu
24 sEMG-based multi-joints motion estimation of lower limb utilizing deep convolutional neural network 会议论文 Gang Wang;Yongbai Liu;Yao Shen;Yan Chen;Keping Liu;Zhongbo Sun
25 Discrete-Time Noise-Tolerant Z-Type Model for online Solving Nonlinear Time-Varying Equations in Presence of Noises 期刊论文 Zhongbo Sun;Yongbai Liu;Gang Wang;Yufeng Lian;Keping Liu;Long Jin
26 A new trust region-sequential quadratic programming approach for nonlinear systems based on nonlinear model predictive control 期刊论文 Zhongbo Sun;Yingyi Sun;Yan Li;Keping Liu
27 一种基于归零神经网络的张拉整体结构找形方法 专利 孙中波;赵立铭;刘克平;张振国;王刚;刘永柏;李岩;廉宇峰;刘帅师
28 一种基于表面肌电信号的下肢多关节角度估计方法 专利 孙中波;张鑫;刘克平;王刚;刘永柏;段晓琴;易江;李婉婷
29 一种电磁可控式柔性驱动装置及其控制方法 专利 刘克平;李婉婷;孙中波;张振国;金龙;段晓琴;易江;李岩;廉宇峰;刘帅师
30 Noise-suppressing zeroing neural network for online solving timevarying nonlinear optimization problem: a control-based approach 期刊论文 Zhongbo Sun;Tian Shi;Lin Wei;Yingyi Sun;Keping Liu;Long Jin
31 Noise-Tolerant Neural Algorithm for Online Solving Time-Varying Full-Rank Matrix Moore-Penrose Inverse Problems: A Control-Theoretic Approach 期刊论文 Zhongbo Sun;Feng Li;Long Jin;Tian Shi;Keping Liu
32 A novel adaptive iterative learning control approach and human-in-the-loop control pattern for lower limb rehabilitation robot in disturbances environment 期刊论文 Zhongbo Sun;Feng Li;Xiaoqin Duan;Long Jin;Yufeng Lian;Shuaishi Liu;Keping Liu
33 The dynamic relaxation form finding method aided with advanced recurrent neural network 期刊论文 Liming Zhao;Zhongbo Sun;Keping Liu;Jiliang Zhang
34 Impedance Control of Upper Limb Rehabilitation Robot Based on Series Elastic Actuator 会议论文 Jian Gu;Changxian Xu;Keping Liu;Liming Zhao;Tianyu He;Zhongbo Sun
35 Continuous Estimation of Human Knee-Joint Angles from SEMG Using Wavelet Neural Network 会议论文 Wanting Li;Keping Liu;Zhongbo Sun;Gang Wang;Feng Li;Xin Zhang;Yanpeng Zhou
36 Path Planning for Upper Limb Rehabilitation Based on Human Motion Feature Output 会议论文 Yangben Yan;Tianyu He;Yongbai Liu;Gang Wang;Keping Liu;Zhongbo Sun
37 Intention Recognition of Elbow Joint based on sEMG Using Adaptive Fuzzy Neural Network 会议论文 Yongbai Liu;Chunxu Li;Zhaowei Teng;Keping Liu;Gang Wang;Zhongbo Sun
38 Neural Dynamics for Computing Perturbed Nonlinear Equations Applied to ACP-based Lower Limb Motion Intention Recognition 期刊论文 Long Jin;Jiachang Li;Zhongbo Sun;Jingwei Lu;Feiyue Wang
39 Noise-suppressing zeroing neural network for online solving time-varying matrix square roots problems: A control-theoretic approach 期刊论文 Zhongbo Sun;Gang Wang;Long Jin;Chao Cheng;Bangcheng Zhang;Junzhi Yu
40 A Multi-joint Continuous Motion Estimation Method of Lower Limb Using Least Squares Support Vector Machine and Zeroing Neural Network based on sEMG signals 期刊论文 Zhongbo Sun;Xin Zhang;Keping Liu;Tian Shi;Jing Wang
41 Compliant Control of Lower Limb Rehabilitation Exoskeleton Robot Based on Flexible Trans mission 期刊论文 Keping Liu;Li Li;Wanting Li;Jian Gu;Zhongbo Sun
42 一种上肢外骨骼机器人的人机交互控制方法 专利 刘克平;柴媛媛;孙中波;孙瑞玲;李嘉聪;段晓琴;易江;顾健;李婉婷
43 一种变刚度串联弹性驱动装置 专利 刘克平;顾健;孙中波;许长贤;韩瑞泽;李婉婷;李丽
44 Form-finding of Tensegrity Structures Utilizing a Nonlinear Fletcher-Reeves Conjugate Gradient Method 会议论文 Liming Zhao;Keping Liu;Chunxu Li;Long Jin;Zhongbo Sun
45 An Improved Form-Finding Method for Calculating Force Density with Group Theory 会议论文 Taotao Heng;Liming Zhao;Keping Liu;Jiang Yi;Xiaoqin Duan;Zhongbo Sun
46 Design and Analysis of a Chinese Medicine Based Humanoid Robotic Arm Massage System 期刊论文 Zaixiang Pang;Bangcheng Zhang;Junzhi Yu;Sun Zhongbo;Gong Linan
47 A neural network-based model for lower limb continuous estimation against the disturbance of uncertainty 期刊论文 Wanting Li;Keping Liu;Zhongbo Sun;Chunxu Li;Yuanyuan Chai;Jian Gu
48 Different Modified Zeroing Neural Dynamics with Inherent Tolerance to Noises for Time-Varying Reciprocal Problems: A Control-Theoretic Approach 期刊论文 Zhongbo Sun;Feng Li;Bangcheng Zhang;Yingyi Sun;Long Jin
49 Design and Analysis of a Wearable Upper Limb Rehabilitation Robot with Characteristics of Tension Mechanism 期刊论文 Zaixiang Pang;Tongyu Wang;Zhanli Wang;Junzhi Yu;Zhongbo Sun;Shuai Liu
50 Different discrete-time noise-suppression Z-type models for online solving time-varying and static cube roots in real and complex domains: Application to fractals 期刊论文 Jian Li;Yingyi Sun;Gang Wang;Yongbai Liu;Zhongbo Sun
51 A Long Short Term Memory Network Based on Surface Electromyography for Continuous Estimation of Elbow Joint Angle 期刊论文 Yuanyuan Chai;Keping Liu;Zhongbo Sun;Gang Wang;Tian Shi
52 Continuous Estimation of Human Knee-joint Angles from sEMG Using Wavelet Neural Network 会议论文 Wanting Li;Keping Liu;Zhongbo Sun;Gang Wang;Feng Li;Xin Zhang;Yanpeng Zhou
53 Noise-Suppressing Zeroing Neural Network for Online Solving Time-Varying Nonlinear Optimization Problems: A Control-Based Approach 期刊论文 Zhongbo Sun;Tian Shi;Lin Wei;Yingyi Sun;Keping Liu;Long Jin
54 Noise-tolerant zeroing neurodynamic algorithm for upper limb multi-joint motion control using sEMG signals in non-ideal conditions 期刊论文 Yongbai Liu;Keping Liu;Gang Wang;Zhongbo Sun;Long Jin
55 一种基于张拉整体结构的膝关节外骨骼康复机器人机构 专利 孙中波;李锋;金龙;段晓琴;易江;张振国;李岩;廉宇峰;刘帅师
56 A novel RBF neural network-based iterative learning control for lower limb rehabilitation robot with strong robustness 会议论文 Zhongbo Sun;Feng Li;Gang Wang;Yongbai Liu;Yufeng Lian;Keping Liu
57 Upper Limb Multi-Joint Angle Estimation Based on Multichannel sEMG Signals Using Elman Neural Network 会议论文 Yongbai Liu;Gang Wang;Zhenda Tian;Keping Liu;Zhongbo Sun
58 Noise-Tolerant Neural Algorithm for Online Solving Yang-Baxter-Type Matrix Equation in The Presence of Noises: A Control-Based Method 期刊论文 Tian Shi;Yantao Tian;Zhongbo Sun;Keping Liu;Long Jin;Junzhi Yu
59 A noise-suppressing neural network approach for upper limb human-machine interactive control based on sEMG signals 期刊论文 Bangcheng Zhang;Xuteng Lan;Gang Wang;Zaixiang Pang;Xiyu Zhang;Zhongbo Sun
60 A Long Short Term Memory Network Based on Surface Electromyography for Continuous Estimation of Elbow Joint Angle 会议论文 Yuanyuan Chai;Keping Liu;Zhongbo Sun;Gang Wang;Tian Shi
61 A GNN for Repetitive Motion Generation of Four-wheel Omnidirectional Mobile Manipulator with Nonconvex Bound Constraints 期刊论文 Zhongbo Sun;Shijun Tang;Yanpeng Zhou;Junzhi Yu;Chunxu Li
62 A New Projected Active Set Conjugate Gradient Approach for Taylor-Type Model Predictive Control: Application to Lower Limb Rehabilitation Robots With Passive and Active Rehabilitation 期刊论文 Tian Shi;Yantao Tian;Zhongbo Sun;Bangchen Zhang
63 A Novel Method based on Long Short Term Memory Network and Discrete-Time Zeroing Neural Algorithm for Upper-Limb Continuous Estimation Using sEMG Signals 期刊论文 Yuanyuan Chai;Keping Liu;Chunxu Li;Zhongbo Sun;Long Jin;Tian Shi
64 Rehabilitation Path Planning Based on Human Motion Output and Ergonomic Index Optimization 会议论文 Tianyu He;Yangben Yan;Gang Wang;Yongbai Liu;Keping Liu;Zhongbo Sun
65 Noise-Tolerant Neural Algorithm for Online Solving Time-Varying Full-Rank Matrix Moore-Penrose Inverse Problems: A Control-Theoretic Approach 期刊论文 Zhongbo Sun;Feng Li;Long Jin;Tian Shi;Keping Liu
66 Five-Step Discrete-Time Noise-Tolerant Zeroing Neural Network Model for Time-Varying Matrix Inversion: Application to Manipulator Motion Generation 期刊论文 Keping Liu;Yongbai Liu;Yun Zhang;Lin Wei;Zhongbo Sun;Long Jin
67 一种柔性变刚度弹性驱动器及其控制方法 专利 孙中波;许长贤;刘克平;顾健;王刚;刘永柏;韩瑞泽
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