Review of machine learning methods in soft robotics

D Kim, SH Kim, T Kim, BB Kang, M Lee, W Park, S Ku… - Plos one, 2021 - journals.plos.org
Soft robots have been extensively researched due to their flexible, deformable, and adaptive
characteristics. However, compared to rigid robots, soft robots have issues in modeling …

[HTML][HTML] Wearable stretch sensors for human movement monitoring and fall detection in ergonomics

H Chander, RF Burch, P Talegaonkar… - International journal of …, 2020 - mdpi.com
Wearable sensors are beneficial for continuous health monitoring, movement analysis,
rehabilitation, evaluation of human performance, and for fall detection. Wearable stretch …

Deep full-body motion network for a soft wearable motion sensing suit

D Kim, J Kwon, S Han, YL Park… - IEEE/ASME Transactions …, 2018 - ieeexplore.ieee.org
Soft sensors are becoming more popular in wearables as a means of tracking human body
motions due to their high stretchability and easy wearability. However, previous research not …

Wearable systems for shoulder kinematics assessment: A systematic review

A Carnevale, UG Longo, E Schena… - BMC musculoskeletal …, 2019 - Springer
Background Wearable sensors are acquiring more and more influence in diagnostic and
rehabilitation field to assess motor abilities of people with neurological or musculoskeletal …

[HTML][HTML] Shape estimation of soft manipulator using stretchable sensor

J So, U Kim, YB Kim, DY Seok, SY Yang… - Cyborg and Bionic …, 2021 - spj.science.org
The soft robot manipulator is attracting attention in the surgical fields with its intrinsic
softness, lightness in its weight, and safety toward the human organ. However, it cannot be …

Smart-textile strain sensor for human joint monitoring

T Alam, F Saidane, A Al Faisal, A Khan… - Sensors and Actuators A …, 2022 - Elsevier
With the revolutionary advancement of wearable electronics for human motion monitoring, it
has become a keen interest for researchers to turn traditional textiles into precise strain …

Highly stretchable sensors for wearable biomedical applications

Q Gao, J Zhang, Z **e, O Omisore, J Zhang… - Journal of materials …, 2019 - Springer
Highly stretchable supersensitive sensors represent a new epoch in the field of intelligent
medical devices. Applications include the detection of various stimuli of the human body and …

Soft sensing shirt for shoulder kinematics estimation

Y **, CM Glover, H Cho, OA Araromi… - … on Robotics and …, 2020 - ieeexplore.ieee.org
Soft strain sensors have been explored as an unobtrusive approach for wearable motion
tracking. However, accurate tracking of multi degree-of-freedom (DOF) noncyclic joint …

Deformation capture via soft and stretchable sensor arrays

O Glauser, D Panozzo, O Hilliges… - ACM Transactions on …, 2019 - dl.acm.org
We propose a hardware and software pipeline to fabricate flexible wearable sensors and
use them to capture deformations without line-of-sight. Our first contribution is a low-cost …

A flexible sensor and mimu-based multisensor wearable system for human motion analysis

Y Gu, Y Han, X Liu, N Zhang, X Zhang… - IEEE Sensors …, 2023 - ieeexplore.ieee.org
Motivation: Magnetic–inertial measurement units (MIMUs) and flexible sensors are widely
used in the wearable measurement system for human motion monitoring, clinical gait …