Estimation

High-Density EMG Grip Force Estimation during Muscle Fatigue via Domain Adaptation

High-Density EMG Grip Force Estimation during Muscle Fatigue via Domain Adaptation 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
Myoelectric interfaces hold promise for enabling intuitive and natural control of prostheses and exoskeletons. Muscle fatigue, whether due to prolonged use or heavy weight loads, can alter the distribution of… read more

Continuous Estimation of Swallowing Motion With EMG and MMG Signals

Continuous Estimation of Swallowing Motion With EMG and MMG Signals 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
Oropharyngeal dysphagia (OD) is a symptom of swallowing dysfunction that is associated with aspiration, severe respiratory complications, and even death. OD is a highly prevalent condition in populations including the… read more

Data-Driven Techniques for Estimating Energy Expenditure in Wheelchair Users

Data-Driven Techniques for Estimating Energy Expenditure in Wheelchair Users 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
Providing feedback on energy expenditure (EE) may be an important tool to support obesity prevention among manual wheelchair users (MWU). This paper presents a data-driven approach for estimating EE based… read more

Investigating the Stroke- and Aging-related Changes in Intermuscular Coupling by Refined Composed Multiscale Fuzzy Entropy

Investigating the Stroke- and Aging-related Changes in Intermuscular Coupling by Refined Composed Multiscale Fuzzy Entropy 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
Although the entropy algorithm is widely applied in signal complexity analysis, its stability and reliability are limited due to the existence of abnormal signal points. In order to explore the… read more

Synergy-Based Estimation of Balance Condition During Walking Tests

Synergy-Based Estimation of Balance Condition During Walking Tests 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
In the area of human-machine interface research, the continuous estimation of the Center of Pressure (COP) in the human body can assess users’ balance conditions, thereby effectively enhancing the safety… read more

HDE-Array: Development and Validation of a New Dry Electrode Array Design to Acquire HD-sEMG for Hand Position Estimation

HDE-Array: Development and Validation of a New Dry Electrode Array Design to Acquire HD-sEMG for Hand Position Estimation 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
This paper aims to introduce HDE-Array (High-Density Electrode Array), a novel dry electrode array for acquiring High-Density surface electromyography (HD-sEMG) for hand position estimation through RPC-Net (Recursive Prosthetic Control Network),… read more

Neuro-Musculoskeletal Modeling for Online Estimation of Continuous Wrist Movements from Motor Unit Activities

Neuro-Musculoskeletal Modeling for Online Estimation of Continuous Wrist Movements from Motor Unit Activities 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
Decoding movement intentions from motor unit (MU) activities remains an ongoing challenge, which restricts our comprehension of the intricate transition mechanism from microscopic neural drive to macroscopic movements. This study… read more

Capsule Attention for Multimodal EEG-EOG Representation Learning with Application to Driver Vigilance Estimation

Author(s)3: Guangyi Zhang, Ali Etemad
Capsule Attention for Multimodal EEG-EOG Representation Learning with Application to Driver Vigilance Estimation 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)

Driver vigilance estimation is an important task for transportation safety. Wearable and portable brain-computer interface devices provide a powerful means for real-time monitoring of the vigilance level of drivers to…

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Gait and Dynamic Balance Sensing Using Wearable Foot Sensors

Gait and Dynamic Balance Sensing Using Wearable Foot Sensors

Author(s)3: Mohamed Irfan Mohamed Refai, Bert-Jan F. van Beijnum, Jaap H. Buurke, Peter H. Veltink
Gait and Dynamic Balance Sensing Using Wearable Foot Sensors 780 313 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)

    Remote monitoring of gait performance offers possibilities for objective evaluation, and tackling impairment in motor ability, gait, and balance in populations such as elderly, stroke, multiple sclerosis, Parkinson’s, etc.…

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