对于人类在沙地形上行走的膝关节外骨架的辅助控制
IEEE transactions on bio-medical engineering
|September 22, 2025
概括
这项研究开发了一种膝关节外骨控制系统,以协助在沙子上行走. 该系统减少了15%的肌肉激活,在充满挑战的沙地形上提高了行走效率.
科学领域:
- 机器人技术 机器人技术 机器人技术
- 生物力学 生物力学
- 人与计算机的交互
背景情况:
- 在像沙子一样多样化的地形上行走给人类的运动和能源消耗带来了独特的挑战.
- 现有的辅助技术往往缺乏适应各种地面条件的适应性.
研究的目的:
- 为膝关节外骨架设计和验证模型预测控制 (MPC) 策略,以协助在沙子上行走.
- 研究沙地对人类步态,运动学和动力学的影响.
主要方法:
- 人类在沙子上走路的比较分析与坚实的地面.
- 开发一种机器学习模型,用于实时预测地面反应力.
- 为膝关节外骨架实施模型预测度控制策略.
主要成果:
- 在沙子和固体地面之间的下肢动力学和动力学中观察到显著的差异.
- 外骨架辅助导致主要肌肉激活减少了15%.
- 观察到代谢成本减少了3.7%,尽管在统计学上并不显著.
结论:
- 拟议的膝关节外骨控制框架有效地提高了在沙地形上行走的效率.
- 该系统减少了肌肉的努力,并显示出在具有挑战性的环境中降低代谢需求的潜力.
相关概念视频
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The adult human body usually has 206 bones, and except for the hyoid bone in the neck, each bone is connected to at least one other bone. Joints are the location where bones come together. Many joints allow for movement between the bones. At these joints, the articulating surfaces of the adjacent bones can move smoothly against each other. However, the bones of other joints may be joined by connective tissue or cartilage. These joints are designed for stability and provide little or no movement.
Knee Joint
The knee joint is the most complicated joint in the body. It consists of three articulations– two tibiofemoral and one patellofemoral. As is characteristic of synovial joints, the knee joint has a thin articular capsule that partially surrounds this joint cavity. Additionally, several ligaments, muscles, and cartilaginous structures support the movement of the knee.
A total of seven ligaments support the knee joint. The patellar ligament, which is also attached to the quadriceps femoris group...
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Anterior Compartment
The quadriceps femoris, the most visible muscle of the anterior compartment, is integral for leg extension and thigh flexion. It is formed by merging four distinct muscles — the vastus lateralis, vastus medialis, vastus intermedius, and rectus femoris. The quadriceps tendon, a shared tendon of the four quadriceps muscles, is affixed to...


