ArticleJournal of neuroengineering and rehabilitation2017
A muscle-driven approach to restore stepping with an exoskeleton for individuals with paraplegia.
Article in Journal of neuroengineering and rehabilitation, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 1 of them a synthesis that pooled it.
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Who cites it
14 citing papers in PubMed, 1 synthesis or guideline pooled it, 41 citations in OpenAlex.
- Systematic review on wearable lower-limb exoskeletons for gait training in neuromuscular impairments.Journal of neuroengineering and rehabilitation · 2021Pooled it
- Toward a hybrid exoskeleton for crouch gait in children with cerebral palsy: neuromuscular electrical stimulation for improved knee extension.Journal of neuroengineering and rehabilitation · 2020Trial
- The effects of gait training using powered lower limb exoskeleton robot on individuals with complete spinal cord injury.Journal of neuroengineering and rehabilitation · 2018Trial
- Lower limb active exoskeletons, exosuits, assistive devices and specifications: a scoping review.Journal of neuroengineering and rehabilitation · 2026Article
- Machine-learning-based coordination of powered ankle-foot orthosis and functional electrical stimulation for gait control.Frontiers in bioengineering and biotechnology · 2023Article
- Review of adaptive control for stroke lower limb exoskeleton rehabilitation robot based on motion intention recognition.Frontiers in neurorobotics · 2023Review
- An adaptive reflexive control strategy for walking assistance system based on functional electrical stimulation.Frontiers in neuroscience · 2022Article
- Gait Recognition for Lower Limb Exoskeletons Based on Interactive Information Fusion.Applied bionics and biomechanics · 2022Review
- Human biomechanics perspective on robotics for gait assistance: challenges and potential solutions.Proceedings. Biological sciences · 2021Article
- Closed-Loop Torque and Kinematic Control of a Hybrid Lower-Limb Exoskeleton for Treadmill Walking.Frontiers in robotics and AI · 2021Article
- The Impact of ACL Laxity on a Bicondylar Robotic Knee and Implications in Human Joint Biomechanics.IEEE transactions on bio-medical engineering · 2020Article
- Implementation of Deep Deterministic Policy Gradients for Controlling Dynamic Bipedal Walking.Biomimetics (Basel, Switzerland) · 2019Article
- Effect of exoskeletal joint constraint and passive resistance on metabolic energy expenditure: Implications for walking in paraplegia.PloS one · 2017Article
- Maintaining upright posture during perturbed standing in a motor-assisted hybrid neuroprosthesis with powered ankle joints: A feasibility and proof-of-concept study.Journal of rehabilitation and assistive technologies engineeringArticle
Corrections and comments
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Authors and funding
10 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundFunctional neuromuscular stimulation, lower limb orthosis, powered lower limb exoskeleton, and hybrid neuroprosthesis (HNP) technologies can restore stepping in individuals with paraplegia due to spinal cord injury (SCI). However, a self-contained muscle-driven controllable exoskeleton approach based on an implanted neural stimulator to restore walking has not been previously demonstrated, which could potentially result in system use outside the laboratory and viable for long term use or clinical testing. In this work, we designed and evaluated an untethered muscle-driven controllable exoskeleton to restore stepping in three individuals with paralysis from SCI.
methodsThe self-contained HNP combined neural stimulation to activate the paralyzed muscles and generate joint torques for limb movements with a controllable lower limb exoskeleton to stabilize and support the user. An onboard controller processed exoskeleton sensor signals, determined appropriate exoskeletal constraints and stimulation commands for a finite state machine (FSM), and transmitted data over Bluetooth to an off-board computer for real-time monitoring and data recording. The FSM coordinated stimulation and exoskeletal constraints to enable functions, selected with a wireless finger switch user interface, for standing up, standing, stepping, or sitting down. In the stepping function, the FSM used a sensor-based gait event detector to determine transitions between gait phases of double stance, early swing, late swing, and weight acceptance.
resultsThe HNP restored stepping in three individuals with motor complete paralysis due to SCI. The controller appropriately coordinated stimulation and exoskeletal constraints using the sensor-based FSM for subjects with different stimulation systems. The average range of motion at hip and knee joints during walking were 8.5°-20.8° and 14.0°-43.6°, respectively. Walking speeds varied from 0.03 to 0.06 m/s, and cadences from 10 to 20 steps/min.
conclusionsA self-contained muscle-driven exoskeleton was a feasible intervention to restore stepping in individuals with paraplegia due to SCI. The untethered hybrid system was capable of adjusting to different individuals' needs to appropriately coordinate exoskeletal constraints with muscle activation using a sensor-driven FSM for stepping. Further improvements for out-of-the-laboratory use should include implantation of plantar flexor muscles to improve walking speed and power assist as needed at the hips and knees to maintain walking as muscles fatigue.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.