Unsupervised Sim-to-Real Adaptation for Environmental Recognition in Assistive Walking

Author:

Chen Chuheng1ORCID,Zhang Kuangen1ORCID,Leng Yuquan1ORCID,Chen Xinxing1ORCID,Fu Chenglong1ORCID

Affiliation:

1. Shenzhen Key Laboratory of Biomimetic Robotics and Intelligent Systems and the Guangdong Provincial Key Laboratory of Human-Augmentation and Rehabilitation Robotics in Universities, Southern University of Science and Technology, Shenzhen, China

Funder

National Natural Science Foundation of China

Guangdong Innovative and Entrepreneurial Research Team Program

China Postdoctoral Science Foundation

Science, Technology and Innovation Commission of Shenzhen Municipality

Stable Support Plan Program of Shenzhen Natural Science Fund

Centers for Mechanical Engineering Research and Education at Massachusetts Institute of Technology (MIT) and Southern University of Science and Technology

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Biomedical Engineering,General Neuroscience,Internal Medicine,Rehabilitation

Reference41 articles.

1. A CNN-Based Method for Intent Recognition Using Inertial Measurement Units and Intelligent Lower Limb Prosthesis

2. Visualizing data using t-SNE;van der maaten;J Mach Learn Res,2008

3. Transferable Attention for Domain Adaptation

4. Adversarial Discriminative Domain Adaptation

5. Domain-adversarial training of neural networks;ganin;J Mach Learn Res,2016

Cited by 13 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A Human-Like Visual Perception System for Autonomous Vehicles Using a Neuron-Triggered Hybrid Unsupervised Deep Learning Method;IEEE Transactions on Intelligent Transportation Systems;2024-07

2. A Survey of Wearable Lower Extremity Neurorehabilitation Exoskeleton: Sensing, Gait Dynamics, and Human–Robot Collaboration;IEEE Transactions on Systems, Man, and Cybernetics: Systems;2024-06

3. Robotic Leg Prosthesis: A Survey From Dynamic Model to Adaptive Control for Gait Coordination;IEEE Transactions on Neural Systems and Rehabilitation Engineering;2024

4. Efficient Visual Perception of Human-Robot Walking Environments Using Semi-Supervised Learning;2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS);2023-10-01

5. COPILOT: Human-Environment Collision Prediction and Localization from Egocentric Videos;2023 IEEE/CVF International Conference on Computer Vision (ICCV);2023-10-01

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3