Gesture recognition using surface electromyography and deep learning for prostheses hand: state-of-the-art, challenges, and future
W Li, P Shi, H Yu - Frontiers in neuroscience, 2021 - frontiersin.org
Amputation of the upper limb brings heavy burden to amputees, reduces their quality of life,
and limits their performance in activities of daily life. The realization of natural control for …
and limits their performance in activities of daily life. The realization of natural control for …
Non-invasive human-machine interface (HMI) systems with hybrid on-body sensors for controlling upper-limb prosthesis: A review
H Zhou, G Alici - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
In this work, we present a systematic review on non-invasive HMIs employing hybrid
wearable sensor modalities for recognition of upper limb intentions. Different combinations …
wearable sensor modalities for recognition of upper limb intentions. Different combinations …
Non-invasive Techniques for Muscle Fatigue Monitoring: A Comprehensive Survey
Muscle fatigue represents a complex physiological and psychological phenomenon that
impairs physical performance and increases the risks of injury. It is important to continuously …
impairs physical performance and increases the risks of injury. It is important to continuously …
Wearable super-resolution muscle–machine interfacing
Muscles are the actuators of all human actions, from daily work and life to communication
and expression of emotions. Myography records the signals from muscle activities as an …
and expression of emotions. Myography records the signals from muscle activities as an …
Research and application advances in rehabilitation assessment of stroke
K Liu, M Yin, Z Cai - Journal of Zhejiang University-Science B, 2022 - Springer
Stroke has a high incidence and disability rate, and rehabilitation is an effective means to
reduce the disability rate of patients. To systematize rehabilitation assessment, which is the …
reduce the disability rate of patients. To systematize rehabilitation assessment, which is the …
Sustained fatigue assessment during isometric exercises with time-domain near infrared spectroscopy and surface electromyography signals
The effect of sustained fatigue during an upper limb isometric exercise is presented to
investigate a group of healthy subjects with simultaneous time-domain (TD) NIRS and …
investigate a group of healthy subjects with simultaneous time-domain (TD) NIRS and …
Validation of fabric-based thigh-wearable EMG sensors and oximetry for monitoring quadriceps activity during strength and endurance exercises
Muscle oximetry based on near-infrared spectroscopy (NIRS) and electromyography (EMG)
techniques in adherent clothing might be used to monitor the muscular activity of selected …
techniques in adherent clothing might be used to monitor the muscular activity of selected …
A systematic review of sensor fusion methods using peripheral bio-signals for human intention decoding
Humans learn about the environment by interacting with it. With an increasing use of
computer and virtual applications as well as robotic and prosthetic devices, there is a need …
computer and virtual applications as well as robotic and prosthetic devices, there is a need …
[HTML][HTML] Cerebral and muscle tissue oxygenation during exercise in healthy adults: A systematic review
Background Near-infrared spectroscopy (NIRS) technology has allowed for the
measurement of cerebral and skeletal muscle oxygenation simultaneously during exercise …
measurement of cerebral and skeletal muscle oxygenation simultaneously during exercise …
A narrative review on multi-domain instrumental approaches to evaluate neuromotor function in rehabilitation
In clinical scenarios, the use of biomedical sensors, devices and multi-parameter
assessments is fundamental to provide a comprehensive portrait of patients' state, in order to …
assessments is fundamental to provide a comprehensive portrait of patients' state, in order to …