Multimodal age and gender estimation for adaptive human-robot interaction: A systematic literature review

HA Younis, NIR Ruhaiyem, AA Badr, AK Abdul-Hassan… - Processes, 2023 - mdpi.com
Identifying the gender of a person and his age by way of speaking is considered a crucial
task in computer vision. It is a very important and active research topic with many areas of …

Force-aware interface via electromyography for natural VR/AR interaction

Y Zhang, B Liang, B Chen, PM Torrens… - ACM Transactions on …, 2022 - dl.acm.org
While tremendous advances in visual and auditory realism have been made for virtual and
augmented reality (VR/AR), introducing a plausible sense of physicality into the virtual world …

STMI: Stiffness estimation method based on sEMG-driven model for elbow joint

C Shen, Z Pei, W Chen, Z Li, J Wang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Human arm exhibits superb maneuverability in performing various tasks by using its ability
to actively adjust impedance parameters and interaction forces; therefore, identifying the …

Transferable multi-modal fusion in knee angles and gait phases for their continuous prediction

Z Guo, H Zheng, H Wu, J Zhang… - Journal of Neural …, 2023 - iopscience.iop.org
Objective. The gait phase and joint angle are two essential and complementary components
of kinematics during normal walking, whose accurate prediction is critical for lower-limb …

Continuous motion finger joint angle estimation utilizing hybrid sEMG-FMG modality driven transformer-based deep learning model

Z Chen, H Wang, H Chen, T Wei - Biomedical Signal Processing and …, 2023 - Elsevier
Continuous motion joint angle estimation plays an important role in human–machine
interaction (HMI). However, it is still a challenge to estimate continuous motion finger joint …

Teleoperation of an Anthropomorphic Robot Hand with a Metamorphic Palm and Tunable-Stiffness Soft Fingers

B Chen, Z Chen, X Chen, S Mao, F Pan, L Li, W Liu… - Soft …, 2024 - liebertpub.com
Teleoperation in soft robotics can endow soft robots with the ability to perform complex tasks
through human–robot interaction. In this study, we propose a teleoperated anthropomorphic …

Simultaneous estimation of hand joints' angles toward sEMG-driven human–robot interaction

W Hai, T Qing, S Na, Z Xiaodong - IEEE Access, 2022 - ieeexplore.ieee.org
Human beings have very dexterous hands which help us manipulate a lot of complicated
tools. But most researches focus on gesture recognition. This situation leads to the …

Human–robot collaboration in 3D via force myography based interactive force estimations using cross-domain generalization

U Zakia, C Menon - IEEE Access, 2022 - ieeexplore.ieee.org
In this study, human robot collaboration (HRC) via force myography (FMG) bio-signal was
investigated. Interactive hand force was estimated during moving a wooden rod in 3D with a …

Estimation of knee extension force using mechanomyography signals based on GRA and ICS-SVR

Z Li, L Gao, W Lu, D Wang, H Cao, G Zhang - Sensors, 2022 - mdpi.com
During lower-extremity rehabilitation training, muscle activity status needs to be monitored in
real time to adjust the assisted force appropriately, but it is a challenging task to obtain …

Ensemble Learning Method for the Continuous Decoding of Hand Joint Angles

H Wang, Q Tao, X Zhang - Sensors, 2024 - mdpi.com
Human–machine interface technology is fundamentally constrained by the dexterity of
motion decoding. Simultaneous and proportional control can greatly improve the flexibility …