Hybrid oscillator-based no-delay hip exoskeleton control for free walking assistance

被引:9
作者
Yang, Wei [1 ,2 ]
Xu, Linghui [1 ,2 ]
Yu, Linfan [1 ]
Chen, Yuting [1 ,3 ]
Yan, Zehao [1 ]
Yang, Canjun [1 ,2 ]
机构
[1] Zhejiang Univ, Ningbo Res Inst, Ningbo, Zhejiang, Peoples R China
[2] Zhejiang Univ, Sch Mech Engn, Hangzhou, Peoples R China
[3] Yanshan Univ, Sch Mech Engn, Qinhuangdao, Hebei, Peoples R China
来源
INDUSTRIAL ROBOT-THE INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH AND APPLICATION | 2021年 / 48卷 / 06期
基金
中国国家自然科学基金;
关键词
Hip exoskeleton; Walking assist robot; Hybrid oscillators; Motion prediction; No-delay assistive control; LOWER-LIMB EXOSKELETON; REAL-TIME ESTIMATE; GAIT PHASE; DESIGN;
D O I
10.1108/IR-02-2021-0038
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Purpose Walking-aid exoskeletons can assist and protect effectively the group with lower limb muscle strength decline, workers, first responders and military personnel. However, there is almost no united control strategy that can effectively assist daily walking. This paper aims to propose a hybrid oscillators' (HOs) model to adapt to irregular gait (IG) patterns (frequent alternation between walking and standing or rapid changing of walking speed, etc.) and generate compliant and no-delay assistive torque. Design/methodology/approach The proposed algorithm, HOs, combines adaptive oscillators (AOs) with phase oscillator through switching assistive mode depending on whether or not the AOs' predicting error of hip joint degree is exceeded our expectation. HOs can compensate for delay by predicting gait phase when in AOs mode. Several treadmill and free walking experiments are designed to test the adaptability and effectiveness of HOs model under IG. Findings The experimental results show that the assistive strategy based on the HOs is effective under IG patterns, and delay is compensated totally under quasiperiodic gait conditions where a smoother human-robot interaction (HRI) force and the reduction of HRI force peak are observed. Delay compensation is found very effective at improving the performance of the assistive exoskeleton. Originality/value A novel algorithm is proposed to improve the adaptability of a walking assist hip exoskeleton in daily walking as well as generate compliant, no-delay assistive torque when converging.
引用
收藏
页码:906 / 914
页数:9
相关论文
共 25 条
[1]  
Bae J, 2018, IEEE INT CONF ROBOT, P2820, DOI 10.1109/ICRA.2018.8461046
[2]   Nonlinear, Phase-Based Oscillator to Generate and Assist Periodic Motions [J].
De la Fuente, Juan ;
Sugar, Thomas G. ;
Redkar, Sangram .
JOURNAL OF MECHANISMS AND ROBOTICS-TRANSACTIONS OF THE ASME, 2017, 9 (02)
[3]   Human-in-the-loop optimization of hip assistance with a soft exosuit during walking [J].
Ding, Ye ;
Kim, Myunghee ;
Kuindersma, Scott ;
Walsh, Conor J. .
SCIENCE ROBOTICS, 2018, 3 (15)
[4]  
Ding Y, 2016, IEEE INT CONF ROBOT, P3501, DOI 10.1109/ICRA.2016.7487530
[5]   Design and fabrication of a lower limb exoskeleton to assist in stair ascending [J].
Joudzadeh, Payman ;
Hadi, Alireza ;
Tarvirdizadeh, Bahram ;
Borooghani, Danial ;
Ahpour, Khalil .
INDUSTRIAL ROBOT-THE INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH AND APPLICATION, 2019, 46 (02) :290-299
[6]   Real-Time Neural Network-Based Gait Phase Estimation Using a Robotic Hip Exoskeleton [J].
Kang, Inseung ;
Kunapuli, Pratik ;
Young, Aaron J. .
IEEE TRANSACTIONS ON MEDICAL ROBOTICS AND BIONICS, 2020, 2 (01) :28-37
[7]  
Kerestes J, 2014, PROCEEDINGS OF THE ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, 2014, VOL 5A
[8]   Design and Control of a Multifunctional Ankle Exoskeleton Powered by Magnetorheological Actuators to Assist Walking, Jumping, and Landing [J].
Khazoom, Charles ;
Veronneau, Catherine ;
Bigue, Jean-Philippe Lucking ;
Grenier, Jordane ;
Girard, Alexandre ;
Plante, Jean-Sebastien .
IEEE ROBOTICS AND AUTOMATION LETTERS, 2019, 4 (03) :3083-3090
[9]  
Konigorski U, 2020, NOVEL APPROACH GAIT
[10]   Autonomous multi-joint soft exosuit with augmentation-power-based control parameter tuning reduces energy cost of loaded walking [J].
Lee, Sangjun ;
Kim, Jinsoo ;
Baker, Lauren ;
Long, Andrew ;
Karavas, Nikos ;
Menard, Nicolas ;
Galiana, Ignacio ;
Walsh, Conor J. .
JOURNAL OF NEUROENGINEERING AND REHABILITATION, 2018, 15