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Introduction: Rehabilitation after a neurological impairment can be supported by functional electrical stimulation (FES). However, FES is limited by early muscle fatigue, slowing down the recovery progress. The use of optimal control to…

医学物理 · 物理学 2025-08-06 Kevin Co , Mickaël Begon , François Bailly , Florent Moissenet

Functional Electrical Stimulation (FES) is a technique to evoke muscle contraction through low-energy electrical signals. FES can animate paralysed limbs. Yet, an open challenge remains on how to apply FES to achieve desired movements. This…

机器学习 · 计算机科学 2022-09-19 Nat Wannawas , Ali Shafti , A. Aldo Faisal

Human movement disorders or paralysis lead to the loss of control of muscle activation and thus motor control. Functional Electrical Stimulation (FES) is an established and safe technique for contracting muscles by stimulating the skin…

机器人学 · 计算机科学 2021-03-10 Nat Wannawas , Ali Shafti , A. Aldo Faisal

A functional electrical stimulation (FES)-based tracking controller is developed to enable cycling based on a strategy to yield force direction efficiency by exploiting antagonistic bi-articular muscles. Given the input redundancy naturally…

系统与控制 · 计算机科学 2013-10-02 Hiroyuki Kawai , Matthew J. Bellman , Ryan J. Downey , Warren E. Dixon

Functional Electrical Stimulation (FES) systems are successful in restoring motor function and supporting paralyzed users. Commercially available FES products are open loop, meaning that the system is unable to adapt to changing conditions…

机器人学 · 计算机科学 2018-07-31 Billy Woods , Mahendran Subramanian , Ali Shafti , A. Aldo Faisal

Functional electrical stimulation (FES) is a prevalent technique commonly used to activate muscles in individuals with neurological disorders. Traditional FES strategies predominantly utilize low-frequency (LF) stimulation, which evokes…

系统与控制 · 电气工程与系统科学 2025-10-23 Long Meng , Paola Terolli , Xiaogang Hu

In this study, we developed a method to estimate the relationship between stimulation current and volatility during isometric contraction. In functional electrical stimulation (FES), joints are driven by applying voltage to muscles. This…

人机交互 · 计算机科学 2021-01-21 Tomoya Kitamura , Yuu Hasegawa , Sho Sakaino , Toshiaki Tsuji

Foot drop is commonly managed using Functional Electrical Stimulation (FES), typically delivered via open-loop controllers with fixed stimulation intensities. While users may manually adjust the intensity through external controls, this…

机器人学 · 计算机科学 2026-02-24 Andreas Christou , Elliot Lister , Georgia Andreopoulou , Don Mahad , Sethu Vijayakumar

Functional Electrical Stimulation (FES) can be an effective tool to augment paretic muscle function and restore normal ankle function. Our approach incorporates a real-time, data-driven Model Predictive Control (MPC) scheme, built upon a…

系统与控制 · 电气工程与系统科学 2025-01-13 Mayank Singh , Noor Hakam , Trisha M. Kesar , Nitin Sharma

Background The development of a simulation model of full body reaching tasks that can predict endeffector trajectories and joint excursions consistent with experimental data is a non-trivial task. Because of the kinematic redundancy…

系统与控制 · 计算机科学 2011-08-10 Daohang Sha , James S Thomas

Reaching disabilities affect the quality of life. Functional Electrical Stimulation (FES) can restore lost motor functions. Yet, there remain challenges in controlling FES to induce desired movements. Neuromechanical models are valuable…

系统与控制 · 电气工程与系统科学 2023-03-20 Nat Wannawas , A. Aldo Faisal

The modeling and simulation of coupled neuromusculoskeletal-exoskeletal systems play a crucial role in human biomechanical analysis, as well as in the design and control of exoskeletons. However, conventional dynamic simulation frameworks…

机器人学 · 计算机科学 2023-11-07 Wei Jin , Jiaqi Liu , Qiwei Zhang , Xiaoxu Zhang , Qining Wang , Hongbin Fang , Jian Xu

Robust control of complex engineered and biological systems hinges on the integration of feedforward and feedback mechanisms. This is exemplified in neural motor control, where feedforward muscle co-contraction complements sensory-driven…

最优化与控制 · 数学 2026-03-06 Bastien Berret , Frédéric Jean

Modeling stochastic differential equations (SDEs) is crucial for understanding complex dynamical systems in various scientific fields. Recent methods often employ neural network-based models, which typically represent SDEs through a…

机器学习 · 计算机科学 2025-06-25 Senwei Liang , Chunmei Wang , Xingjian Xu

Functional electrical stimulation (FES) has been increasingly integrated with other rehabilitation devices, including robots. FES cycling is one of the common FES applications in rehabilitation, which is performed by stimulating leg muscles…

机器人学 · 计算机科学 2023-11-17 Nat Wannawas , A. Aldo Faisal

The embodied learning of human motor control requires whole-body neuro-actuated musculoskeletal dynamics, while the internal muscle-driven processes underlying movement remain inaccessible to direct measurement. Computational modeling…

机器人学 · 计算机科学 2026-04-01 Yunyue Wei , Chenhui Zuo , Shanning Zhuang , Haixin Gong , Yaming Liu , Yanan Sui

In this paper, we consider a structurally damped elastic equation under hinged boundary conditions. Fully-discrete numerical approximation schemes are generated for the null controllability of these parabolic-like PDEs. We mainly use finite…

数值分析 · 数学 2022-09-20 Pelin G. Geredeli , Carson Givens , Ahmed Zytoon

Motor control is a set of time-varying muscle excitations which generate desired motions for a biomechanical system. Muscle excitations cannot be directly measured from live subjects. An alternative approach is to estimate muscle…

机器学习 · 计算机科学 2019-10-29 Amir H. Abdi , Pramit Saha , Praneeth Srungarapu , Sidney Fels

This report details the design and development of a compact high-voltage functional electrical stimulation (FES) device. Unlike conventional FES systems, the proposed design prioritizes user comfort by leveraging rapid switching times to…

系统与控制 · 电气工程与系统科学 2024-12-17 Haiduo Wang , Ruizhe Tang , Xilin Liu

Functional Electrical Stimulation (FES) can restore motion to a paralysed person's muscles. Yet, control stimulating many muscles to restore the practical function of entire limbs is an unsolved problem. Current neurostimulation engineering…

机器学习 · 计算机科学 2021-04-05 Nat Wannawas , Mahendran Subramanian , A. Aldo Faisal
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