Index Terms-Bioinspired hybrid control;
biomimetic and bioinspired robotics;
exosuit;
gait assistance;
mechatronic design;
LEGGED LOCOMOTION;
WALKING;
ENERGY;
MODEL;
D O I:
10.1109/TMECH.2023.3299117
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
A more human-compatible design of exosuits provides new aspects in assisting people. This study presents a novel bioinspired method to design and control an exosuit to support human locomotion. We introduce a methodological design and development of the BATEX as an exosuit with compliant biarticular thigh actuators. By using series elastic actuator (SEA) resembling artificial muscles (AM) instead of direct drive motors in the BATEX, we propose an efficient switching control for the stance and swing phases of walking. Locking the motors in the swing phase converts the SEAs to passive biarticular springs to produce human-like leg swinging. This design is complemented by the force modulated compliance (FMC) controller that uses the ground reaction force to adjust the AM's stiffness in the stance phase. We utilized unassisted walking experiment data to validate the proposed design and control methodology in a simulation study. Optimizing BATEX control parameters with a training set of subjects predicts the energy consumption reduction in the upper leg (knee and hip joints) for more than 27% at five different walking speeds. Finding this measure of assistance level to be more than 21% for the test set of subjects supports the generalization of our approach. Further, individualization of the parameters for each subject shows significant improvement in slow and moderate walking speeds. Pilot assisted-walking experiments with four subjects support the applicability of the introduced method concerning individualization and generalization.
机构:
Stanford Univ, Dept Mech Engn, Stanford, CA 94305 USAStanford Univ, Dept Mech Engn, Stanford, CA 94305 USA
Bianco, Nicholas A.
;
Franks, Patrick W.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Mech Engn, Stanford, CA 94305 USAStanford Univ, Dept Mech Engn, Stanford, CA 94305 USA
Franks, Patrick W.
;
Hicks, Jennifer L.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Bioengn, Stanford, CA 94305 USAStanford Univ, Dept Mech Engn, Stanford, CA 94305 USA
Hicks, Jennifer L.
;
Delp, Scott L.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Mech Engn, Stanford, CA 94305 USA
Stanford Univ, Dept Bioengn, Stanford, CA 94305 USA
Stanford Univ, Dept Orthopaed Surg, Stanford, CA 94305 USAStanford Univ, Dept Mech Engn, Stanford, CA 94305 USA
机构:
Stanford Univ, Dept Mech Engn, Stanford, CA 94305 USAStanford Univ, Dept Mech Engn, Stanford, CA 94305 USA
Dembia, Christopher L.
;
Silder, Amy
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Bioengn, Stanford, CA 94305 USAStanford Univ, Dept Mech Engn, Stanford, CA 94305 USA
Silder, Amy
;
Uchida, Thomas K.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Bioengn, Stanford, CA 94305 USAStanford Univ, Dept Mech Engn, Stanford, CA 94305 USA
Uchida, Thomas K.
;
Hicks, Jennifer L.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Bioengn, Stanford, CA 94305 USAStanford Univ, Dept Mech Engn, Stanford, CA 94305 USA
Hicks, Jennifer L.
;
Delp, Scott L.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Mech Engn, Stanford, CA 94305 USA
Stanford Univ, Dept Bioengn, Stanford, CA 94305 USA
Stanford Univ, Dept Orthopaed Surg, Stanford, CA 94305 USAStanford Univ, Dept Mech Engn, Stanford, CA 94305 USA
机构:
Zhejiang Univ, Sch Mech Engn, State Key Lab Fluid Power & Mechatron Syst, Hangzhou 310027, Peoples R ChinaZhejiang Univ, Sch Mech Engn, State Key Lab Fluid Power & Mechatron Syst, Hangzhou 310027, Peoples R China
Guo, Yan
;
Gu, Yu
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ, Sch Mech Engn, State Key Lab Fluid Power & Mechatron Syst, Hangzhou 310027, Peoples R ChinaZhejiang Univ, Sch Mech Engn, State Key Lab Fluid Power & Mechatron Syst, Hangzhou 310027, Peoples R China
Gu, Yu
;
Wang, Lei
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ, Sch Mech Engn, State Key Lab Fluid Power & Mechatron Syst, Hangzhou 310027, Peoples R ChinaZhejiang Univ, Sch Mech Engn, State Key Lab Fluid Power & Mechatron Syst, Hangzhou 310027, Peoples R China
Wang, Lei
;
Liu, Tao
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ, Sch Mech Engn, State Key Lab Fluid Power & Mechatron Syst, Hangzhou 310027, Peoples R ChinaZhejiang Univ, Sch Mech Engn, State Key Lab Fluid Power & Mechatron Syst, Hangzhou 310027, Peoples R China
Liu, Tao
;
Wang, Xinrui
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Res Inst Mech & Elect Engn, Beijing, Peoples R ChinaZhejiang Univ, Sch Mech Engn, State Key Lab Fluid Power & Mechatron Syst, Hangzhou 310027, Peoples R China
Wang, Xinrui
;
Li, Pengjie
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Res Inst Mech & Elect Engn, Beijing, Peoples R ChinaZhejiang Univ, Sch Mech Engn, State Key Lab Fluid Power & Mechatron Syst, Hangzhou 310027, Peoples R China
Li, Pengjie
;
Li, Xiaoqi
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Res Inst Mech & Elect Engn, Beijing, Peoples R ChinaZhejiang Univ, Sch Mech Engn, State Key Lab Fluid Power & Mechatron Syst, Hangzhou 310027, Peoples R China
机构:
Stanford Univ, Dept Mech Engn, Stanford, CA 94305 USAStanford Univ, Dept Mech Engn, Stanford, CA 94305 USA
Bianco, Nicholas A.
;
Franks, Patrick W.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Mech Engn, Stanford, CA 94305 USAStanford Univ, Dept Mech Engn, Stanford, CA 94305 USA
Franks, Patrick W.
;
Hicks, Jennifer L.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Bioengn, Stanford, CA 94305 USAStanford Univ, Dept Mech Engn, Stanford, CA 94305 USA
Hicks, Jennifer L.
;
Delp, Scott L.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Mech Engn, Stanford, CA 94305 USA
Stanford Univ, Dept Bioengn, Stanford, CA 94305 USA
Stanford Univ, Dept Orthopaed Surg, Stanford, CA 94305 USAStanford Univ, Dept Mech Engn, Stanford, CA 94305 USA
机构:
Stanford Univ, Dept Mech Engn, Stanford, CA 94305 USAStanford Univ, Dept Mech Engn, Stanford, CA 94305 USA
Dembia, Christopher L.
;
Silder, Amy
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Bioengn, Stanford, CA 94305 USAStanford Univ, Dept Mech Engn, Stanford, CA 94305 USA
Silder, Amy
;
Uchida, Thomas K.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Bioengn, Stanford, CA 94305 USAStanford Univ, Dept Mech Engn, Stanford, CA 94305 USA
Uchida, Thomas K.
;
Hicks, Jennifer L.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Bioengn, Stanford, CA 94305 USAStanford Univ, Dept Mech Engn, Stanford, CA 94305 USA
Hicks, Jennifer L.
;
Delp, Scott L.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Mech Engn, Stanford, CA 94305 USA
Stanford Univ, Dept Bioengn, Stanford, CA 94305 USA
Stanford Univ, Dept Orthopaed Surg, Stanford, CA 94305 USAStanford Univ, Dept Mech Engn, Stanford, CA 94305 USA
机构:
Zhejiang Univ, Sch Mech Engn, State Key Lab Fluid Power & Mechatron Syst, Hangzhou 310027, Peoples R ChinaZhejiang Univ, Sch Mech Engn, State Key Lab Fluid Power & Mechatron Syst, Hangzhou 310027, Peoples R China
Guo, Yan
;
Gu, Yu
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ, Sch Mech Engn, State Key Lab Fluid Power & Mechatron Syst, Hangzhou 310027, Peoples R ChinaZhejiang Univ, Sch Mech Engn, State Key Lab Fluid Power & Mechatron Syst, Hangzhou 310027, Peoples R China
Gu, Yu
;
Wang, Lei
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ, Sch Mech Engn, State Key Lab Fluid Power & Mechatron Syst, Hangzhou 310027, Peoples R ChinaZhejiang Univ, Sch Mech Engn, State Key Lab Fluid Power & Mechatron Syst, Hangzhou 310027, Peoples R China
Wang, Lei
;
Liu, Tao
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ, Sch Mech Engn, State Key Lab Fluid Power & Mechatron Syst, Hangzhou 310027, Peoples R ChinaZhejiang Univ, Sch Mech Engn, State Key Lab Fluid Power & Mechatron Syst, Hangzhou 310027, Peoples R China
Liu, Tao
;
Wang, Xinrui
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Res Inst Mech & Elect Engn, Beijing, Peoples R ChinaZhejiang Univ, Sch Mech Engn, State Key Lab Fluid Power & Mechatron Syst, Hangzhou 310027, Peoples R China
Wang, Xinrui
;
Li, Pengjie
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Res Inst Mech & Elect Engn, Beijing, Peoples R ChinaZhejiang Univ, Sch Mech Engn, State Key Lab Fluid Power & Mechatron Syst, Hangzhou 310027, Peoples R China
Li, Pengjie
;
Li, Xiaoqi
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Res Inst Mech & Elect Engn, Beijing, Peoples R ChinaZhejiang Univ, Sch Mech Engn, State Key Lab Fluid Power & Mechatron Syst, Hangzhou 310027, Peoples R China