Admittance Shaping-Based Assistive Control of SEA-Driven Robotic Hip Exoskeleton

被引:84
作者
Zhang, Ting [1 ]
Tran, Minh [2 ,3 ]
Huang, He [2 ,3 ]
机构
[1] Soochow Univ, Jiangsu Prov Key Lab Adv Robot, Sch Mech & Elect Engn, Suzhou 215000, Peoples R China
[2] North Carolina State Univ, NCSU UNC Joint Dept Biomed Engn, Raleigh, NC 27695 USA
[3] Univ North Carolina Chapel Hill, Raleigh, NC 27695 USA
基金
美国国家科学基金会;
关键词
Admittance shaping-based control; assistive control; hip exoskeleton; series elastic actuator (SEA); REHABILITATION ROBOTS; IMPEDANCE CONTROL; ASSISTANCE; MOTION; FRAMEWORK; ORTHOSES; POSITION; WALKING; TORQUE;
D O I
10.1109/TMECH.2019.2916546
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents an admittance shaping-based assistive control for a series elastic actuator (SEA) driven robotic hip exoskeleton that can assist individuals with hip muscle weakness to restore normative mobility. The motivation for this paper is to develop a unified controller framework for designing an SEA-driven hip exoskeleton to assist walking and enhance gait stability. The controller design aims to modify the dynamic response of a coupled human-exoskeleton system, i.e., the relationship between the net muscle torque exerted by the human and the resulting angular motion, to ensure strong human-exoskeleton synergy to provide the effective assistance. This controller was preliminarily evaluated on a healthy subject walking on a treadmill at a speed of 1.0 m/s. Results showed that the exoskeleton can effectively provide walking assistance to the human by reducing electromyography (EMG) activation and increasing agility during locomotion. Specifically, EMG was reduced 3.3%-38% when walking with the hip exoskeleton when compared to walking without wearing the hip exoskeleton. In addition, timing of the maximum hip flexion angle increased by 10% (moved from 42% to 32% of gait cycle) when the controller had an inertia compensation of 60%. The faster onset of the maximum flexion angle will allow the wearer to more quickly generate reactive steps when trying to avoid a fall. Future work will aim to apply the hip exoskeleton to persons having hip muscle weakness or other musculoskeletal impairment, to restore hip movement and enough hip force to walk normally.
引用
收藏
页码:1508 / 1519
页数:12
相关论文
共 54 条
[1]   An admittance shaping controller for exoskeleton assistance of the lower extremities [J].
Aguirre-Ollinger, Gabriel ;
Nagarajan, Umashankar ;
Goswami, Ambarish .
AUTONOMOUS ROBOTS, 2016, 40 (04) :701-728
[2]   Exoskeleton control for lowerextremity assistance based on adaptive frequency oscillators: Adaptation of muscle activation and movement frequency [J].
Aguirre-Ollinger, Gabriel .
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART H-JOURNAL OF ENGINEERING IN MEDICINE, 2015, 229 (01) :52-68
[3]   Design of an active one-degree-of-freedom lower-limb exoskeleton with inertia compensation [J].
Aguirre-Ollinger, Gabriel ;
Colgate, J. Edward ;
Peshkin, Michael A. ;
Goswami, Ambarish .
INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 2011, 30 (04) :486-499
[4]   A unified passivity-based control framework for position, torque and impedance control of flexible joint robots [J].
Albu-Schaeffer, Alin ;
Ott, Christian ;
Hirzinger, Gerd .
INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 2007, 26 (01) :23-39
[5]   A robot and control algorithm that can synchronously assist in naturalistic motion during body-weight-supported gait training following neurologic injury [J].
Aoyagi, Daisuke ;
Ichinose, Wade E. ;
Harkema, Susan J. ;
Reinkensmeyer, David J. ;
Bobrow, James E. .
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2007, 15 (03) :387-400
[6]   Robot Assisted Gait Training With Active Leg Exoskeleton (ALEX) [J].
Banala, Sai K. ;
Kim, Seok Hun ;
Agrawal, Sunil K. ;
Scholz, John P. .
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2009, 17 (01) :2-8
[7]  
Bernhardt M, 2005, INT C REHAB ROBOT, P536
[8]   The H2 robotic exoskeleton for gait rehabilitation after stroke: early findings from a clinical study [J].
Bortole, Magdo ;
Venkatakrishnan, Anusha ;
Zhu, Fangshi ;
Moreno, Juan C. ;
Francisco, Gerard E. ;
Pons, Jose L. ;
Contreras-Vidal, Jose L. .
JOURNAL OF NEUROENGINEERING AND REHABILITATION, 2015, 12
[9]   Effects of obesity and sex on the energetic cost and preferred speed of walking [J].
Browning, RC ;
Baker, EA ;
Herron, JA ;
Kram, R .
JOURNAL OF APPLIED PHYSIOLOGY, 2006, 100 (02) :390-398
[10]   Maximum walking speeds obtained using treadmill and overground robot system in persons with post-stroke hemiplegia [J].
Capo-Lugo, Carmen E. ;
Mullens, Christopher H. ;
Brown, David A. .
JOURNAL OF NEUROENGINEERING AND REHABILITATION, 2012, 9