Design and Control of Bio-Inspired Joints for Legged Robots Driven by Shape Memory Alloy Wires

Bio-inspired joints play a pivotal role in legged robots, directly determining their motion capabilities and overall system performance. While shape memory alloy (SMA) actuators present superior power density and silent operation compared to conventional electromechanical drives, their inherent nonl...

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Main Authors: Xiaojie Niu, Xiang Yao, Erbao Dong
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Biomimetics
Subjects:
Online Access:https://www.mdpi.com/2313-7673/10/6/378
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author Xiaojie Niu
Xiang Yao
Erbao Dong
author_facet Xiaojie Niu
Xiang Yao
Erbao Dong
author_sort Xiaojie Niu
collection DOAJ
description Bio-inspired joints play a pivotal role in legged robots, directly determining their motion capabilities and overall system performance. While shape memory alloy (SMA) actuators present superior power density and silent operation compared to conventional electromechanical drives, their inherent nonlinear hysteresis and restricted strain capacity (typically less than 5%) limit actuation range and control precision. This study proposes a bio-inspired joint integrating an antagonistic actuator configuration and differential dual-diameter pulley collaboration, achieving amplified joint stroke (±60°) and bidirectional active controllability. Leveraging a comprehensive experimental platform, precise reference input tracking is realized through adaptive fuzzy control. Furthermore, an SMA-driven bio-inspired leg is developed based on this joint, along with a motion retargeting framework to map human motions onto the robotic leg. Human gait tracking experiments conducted on the leg platform validate its motion performance and explore practical applications of SMA in robotics.
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publishDate 2025-06-01
publisher MDPI AG
record_format Article
series Biomimetics
spelling doaj-art-f0fa1bfac77c4b44843f8eadb3ae2e062025-06-25T13:32:40ZengMDPI AGBiomimetics2313-76732025-06-0110637810.3390/biomimetics10060378Design and Control of Bio-Inspired Joints for Legged Robots Driven by Shape Memory Alloy WiresXiaojie Niu0Xiang Yao1Erbao Dong2Institute of Advanced Technology, University of Science and Technology of China, Hefei 230026, ChinaSchool of Engineering Science, University of Science and Technology of China, Hefei 230026, ChinaInstitute of Advanced Technology, University of Science and Technology of China, Hefei 230026, ChinaBio-inspired joints play a pivotal role in legged robots, directly determining their motion capabilities and overall system performance. While shape memory alloy (SMA) actuators present superior power density and silent operation compared to conventional electromechanical drives, their inherent nonlinear hysteresis and restricted strain capacity (typically less than 5%) limit actuation range and control precision. This study proposes a bio-inspired joint integrating an antagonistic actuator configuration and differential dual-diameter pulley collaboration, achieving amplified joint stroke (±60°) and bidirectional active controllability. Leveraging a comprehensive experimental platform, precise reference input tracking is realized through adaptive fuzzy control. Furthermore, an SMA-driven bio-inspired leg is developed based on this joint, along with a motion retargeting framework to map human motions onto the robotic leg. Human gait tracking experiments conducted on the leg platform validate its motion performance and explore practical applications of SMA in robotics.https://www.mdpi.com/2313-7673/10/6/378shape memory alloybio-inspired jointbio-inspired legmotion control
spellingShingle Xiaojie Niu
Xiang Yao
Erbao Dong
Design and Control of Bio-Inspired Joints for Legged Robots Driven by Shape Memory Alloy Wires
Biomimetics
shape memory alloy
bio-inspired joint
bio-inspired leg
motion control
title Design and Control of Bio-Inspired Joints for Legged Robots Driven by Shape Memory Alloy Wires
title_full Design and Control of Bio-Inspired Joints for Legged Robots Driven by Shape Memory Alloy Wires
title_fullStr Design and Control of Bio-Inspired Joints for Legged Robots Driven by Shape Memory Alloy Wires
title_full_unstemmed Design and Control of Bio-Inspired Joints for Legged Robots Driven by Shape Memory Alloy Wires
title_short Design and Control of Bio-Inspired Joints for Legged Robots Driven by Shape Memory Alloy Wires
title_sort design and control of bio inspired joints for legged robots driven by shape memory alloy wires
topic shape memory alloy
bio-inspired joint
bio-inspired leg
motion control
url https://www.mdpi.com/2313-7673/10/6/378
work_keys_str_mv AT xiaojieniu designandcontrolofbioinspiredjointsforleggedrobotsdrivenbyshapememoryalloywires
AT xiangyao designandcontrolofbioinspiredjointsforleggedrobotsdrivenbyshapememoryalloywires
AT erbaodong designandcontrolofbioinspiredjointsforleggedrobotsdrivenbyshapememoryalloywires