Nataraj Raviraj, Audu Musa L, Triolo Ronald J
Department of Orthopaedics, Case Western Reserve University, 10900 Euclid Avenue, Cleveland, OH, 44106, USA; Advanced Platform Technology Center, Louis Stokes Cleveland Veterans Affairs Medical Center, 10701 East Boulevard, Cleveland, OH, 44106, USA; Department of Biomedical Engineering, Chemistry and Biological Sciences, Stevens Institute of Technology, 1 Castle Point Terrace, Hoboken, NJ 07030, USA.
Department of Biomedical Engineering, Case Western Reserve University, 10900 Euclid Avenue, Cleveland, OH, 44106, USA; Advanced Platform Technology Center, Louis Stokes Cleveland Veterans Affairs Medical Center, 10701 East Boulevard, Cleveland, OH, 44106, USA.
Med Eng Phys. 2017 Apr;42:13-25. doi: 10.1016/j.medengphy.2017.01.023. Epub 2017 Feb 15.
This paper reviews the field of feedback control for neuroprosthesis systems that restore advanced standing function to individuals with spinal cord injury. Investigations into closed-loop control of standing by functional neuromuscular stimulation (FNS) have spanned three decades. The ultimate goal for FNS standing control systems is to facilitate hands free standing and enabling the user to perform manual functions at self-selected leaning positions. However, most clinical systems for home usage currently only provide basic upright standing using preprogrammed stimulation patterns. To date, online modulation of stimulation to produce advanced standing functions such as balance against postural disturbances or the ability to assume leaning postures have been limited to simulation and laboratory investigations. While great technological advances have been made in biomechanical sensing and interfaces for neuromuscular stimulation, further progress is still required for finer motor control by FNS. Another major challenge is the development of sophisticated control schemes that produce the necessary postural adjustments, adapt against accelerating muscle fatigue, and consider volitional actions of the intact upper-body of the user. Model-based development for novel control schemes are proven and sensible approaches to prototype and test the basic operating efficacy of potentially complex and multi-faceted control systems. The major considerations for further innovation of such systems are summarized in this paper prior to describing the evolution of closed-loop FNS control of standing from previous works. Finally, necessary emerging technologies to for implementing FNS feedback control systems for standing are identified. These technological advancements include novel electrodes that more completely and selectively activate paralyzed musculature and implantable sensors and stimulation modules for flexible neuroprosthesis system deployment.
本文综述了神经假体系统的反馈控制领域,该系统可恢复脊髓损伤患者的高级站立功能。对通过功能性神经肌肉电刺激(FNS)进行站立闭环控制的研究已经跨越了三十年。FNS站立控制系统的最终目标是促进免手持站立,并使用户能够在自我选择的倾斜姿势下执行手动功能。然而,目前大多数家用临床系统仅使用预编程的刺激模式提供基本的直立站立。迄今为止,对刺激进行在线调制以产生高级站立功能,如抵抗姿势干扰的平衡或采取倾斜姿势的能力,仍仅限于模拟和实验室研究。虽然在生物力学传感和神经肌肉刺激接口方面已经取得了巨大的技术进步,但FNS实现更精细的运动控制仍需要进一步进展。另一个主要挑战是开发复杂的控制方案,以产生必要的姿势调整,适应不断加剧的肌肉疲劳,并考虑用户完整上半身的自主动作。基于模型的新型控制方案开发是验证和测试潜在复杂且多方面的控制系统基本运行效果的合理方法。在描述以往工作中站立的闭环FNS控制的演变之前,本文总结了此类系统进一步创新的主要考虑因素。最后,确定了实现FNS站立反馈控制系统所需的新兴技术。这些技术进步包括能更完全、有选择地激活瘫痪肌肉组织的新型电极,以及用于灵活部署神经假体系统的可植入传感器和刺激模块。