An Investigation of Surface EMG Shorts-Derived Training Load during Treadmill Running

An Investigation of Surface EMG Shorts-Derived Training Load during Treadmill Running

The purpose of this study was two-fold: (1) to determine the sensitivity of the sEMG shorts-derived training load (sEMG-TL) during different running speeds; and (2) to investigate the relationship between the oxygen consumption, heart rate (HR), rating of perceived exertion (RPE), accelerometry-base...

Full description

Bibliographic Details
Main Authors:	Kurtis Ashcroft, Tony Robinson, Joan Condell, Victoria Penpraze, Andrew White, Stephen P. Bird
Format:	Article
Language:	English
Published:	MDPI AG 2023-08-01
Series:	Sensors
Subjects:	surface electromyography textile sEMG oxygen consumption internal load external load training load
Online Access:	https://www.mdpi.com/1424-8220/23/15/6998

Similar Items

The Impact of Load Style Variation on Gait Recognition Based on sEMG Images Using a Convolutional Neural Network
by: Xianfu Zhang, et al.
Published: (2021-12-01)

Fabrication and Evaluation of Embroidery-Based Electrode for EMG Smart Wear Using Moss Stitch Technique
by: Soohyeon Rho, et al.
Published: (2023-11-01)

Impact of Load Variation on the Accuracy of Gait Recognition from Surface EMG Signals
by: Xianfu Zhang, et al.
Published: (2018-08-01)

The Influence of Treadmill Training on the Bioelectrical Activity of the Lower Limb Muscles in Patients with Intermittent Claudication
by: Anna Mika, et al.
Published: (2022-02-01)

Pattern Recognition of Single-Channel sEMG Signal Using PCA and ANN Method to Classify Nine Hand Movements
by: Moh Arozi, et al.
Published: (2020-04-01)

A Study on the Relationship between RPE and sEMG in Dynamic Contraction Based on the GPR Method
by: Weiguang Ni, et al.
Published: (2022-02-01)

Metrology in sEMG and movement analysis: the need for training new figures in clinical rehabilitation
by: Roberto Merletti
Published: (2024-01-01)

Editorial: Surface Electromyography: Barriers Limiting Widespread Use of sEMG in Clinical Assessment and Neurorehabilitation
by: Roberto Merletti, et al.
Published: (2021-02-01)

Estimation of Knee Joint Angle from Surface EMG Using Multiple Kernels Relevance Vector Regression
by: Hui-Bin Li, et al.
Published: (2023-05-01)

Evaluation of Feature Extraction and Classification for Lower Limb Motion Based on sEMG Signal
by: Pengjie Qin, et al.
Published: (2020-07-01)

Human–robot interface based on sEMG envelope signal for the collaborative wearable robot
by: Ziyu Liao, et al.
Published: (2023-03-01)

Electrically and hybrid-induced muscle activations: effects of muscle size and fiber type
by: Kelly Stratton, et al.
Published: (2016-07-01)

Integrating Wearable Textiles Sensors and IoT for Continuous sEMG Monitoring
by: Bulcha Belay Etana, et al.
Published: (2024-03-01)

An EMG dataset for Arabic sign language alphabet letters and numbers
by: Amina Ben Haj Amor, et al.
Published: (2023-12-01)

Motion Estimation From Surface Electromyogram Using Adaboost Regression and Average Feature Values
by: Feiyun Xiao, et al.
Published: (2019-01-01)

Effect of Occupational Therapy on Multi-Scale Entropy of sEMG in Cerebral palsy Children
by: Mashal Fatima, et al.
Published: (2020-09-01)

Evaluation of Feature Extraction and Recognition for Activity Monitoring and Fall Detection Based on Wearable sEMG Sensors
by: Xugang Xi, et al.
Published: (2017-05-01)

Estimation of EMG-Based Force Using a Neural-Network-Based Approach
by: Jing Luo, et al.
Published: (2019-01-01)

The Influence of the sEMG Amplitude Estimation Technique on the EMG–Force Relationship
by: Simone Ranaldi, et al.
Published: (2022-05-01)

The effect of shoe type on gait in forefoot strike runners during a 50-km run
by: Mark E. Kasmer, et al.
Published: (2014-06-01)

Explainable Deep Learning Model for EMG-Based Finger Angle Estimation Using Attention
by: Hyunin Lee, et al.
Published: (2022-01-01)

Does Exerting Grasps Involve a Finite Set of Muscle Patterns? A Study of Intra- and Intersubject Variability of Forearm sEMG Signals in Seven Grasp Types
by: Nestor J. Jarque-Bou, et al.
Published: (2024-01-01)

Synthesis of sEMG Signals for Hand Gestures Using a 1DDCGAN
by: Mohamed Amin Gouda, et al.
Published: (2023-11-01)

Study on Flexible sEMG Acquisition System and Its Application in Muscle Strength Evaluation and Hand Rehabilitation
by: Chang Liu, et al.
Published: (2022-11-01)

Barriers to sEMG Assessment During Overground Robot-Assisted Gait Training in Subacute Stroke Patients
by: Michela Goffredo, et al.
Published: (2020-10-01)

Preliminary Study on Continuous Recognition of Elbow Flexion/Extension Using sEMG Signals for Bilateral Rehabilitation
by: Zhibin Song, et al.
Published: (2016-10-01)

Acute Metabolic Changes with Thigh-Positioned Wearable Resistances during Submaximal Running in Endurance-Trained Runners
by: Allister P. Field, et al.
Published: (2019-08-01)

Classification of Walking Environments Using Deep Learning Approach Based on Surface EMG Sensors Only
by: Pankwon Kim, et al.
Published: (2021-06-01)

sEMG Signals Characterization and Identification of Hand Movements by Machine Learning Considering Sex Differences
by: Ruixuan Zhang, et al.
Published: (2022-03-01)

Human activity monitoring system based on wearable sEMG and accelerometer wireless sensor nodes
by: Giorgio Biagetti, et al.
Published: (2018-11-01)

Acute Metabolic Changes with Lower Leg-Positioned Wearable Resistances during Submaximal Running in Endurance-Trained Runners
by: Allister P. Field, et al.
Published: (2019-10-01)

User Training With Error Augmentation for sEMG-Based Gesture Classification
by: Yunus Bicer, et al.
Published: (2024-01-01)

Study on Noise Reduction and Data Generation for sEMG Spectrogram Based User Recognition
by: Jae-Myeong Kim, et al.
Published: (2022-07-01)

A Smartphone-Based sEMG Signal Analysis System for Human Action Recognition
by: Shixin Yu, et al.
Published: (2023-08-01)

A Wireless sEMG Recording System and Its Application to Muscle Fatigue Detection
by: Xuan-Han Wu, et al.
Published: (2012-01-01)

Electromyography Pattern Likelihood Analysis for Flexion-Relaxation Phenomenon Evaluation
by: Michele Paoletti, et al.
Published: (2020-12-01)

Upper Limb Electromyographic Responses to Motor Imagery and Action Observation in Acquired Brain Injury
by: Sara Santiago-Martín, et al.
Published: (2024-03-01)

Experimental Study of Fully Passive, Fully Active, and Active–Passive Upper-Limb Exoskeleton Efficiency: An Assessment of Lifting Tasks
by: Ali Nasr, et al.
Published: (2023-12-01)

An improved wavelet threshold denoising approach for surface electromyography signal
by: Chuanyun Ouyang, et al.
Published: (2023-10-01)

Synergistic Myoelectrical Activities of Forearm Muscles Improving Robust Recognition of Multi-Fingered Gestures
by: Xiuying Luo, et al.
Published: (2019-02-01)