AIMC Topic: Wearable Electronic Devices

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Swarm-initialized adaptive controller with beetle antenna searching of wearable lower limb exoskeleton for sit-to-stand and walking motions.

ISA transactions Jan 14, 2025
In recent years, exoskeleton robots have attracted great interest from researchers in the area of robotics due to their ability to assist human functionality improvement. A wearable lower limb exoskeleton is aimed at supporting the limb functionality...
Algorithms Animals Lower Extremity Coleoptera Robotics Exoskeleton Device Wearable Electronic Devices Humans Equipment Design Walking
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Sleep Posture Detection via Embedded Machine Learning on a Reduced Set of Pressure Sensors.

Sensors (Basel, Switzerland) Jan 14, 2025
Sleep posture is a key factor in assessing sleep quality, especially for individuals with Obstructive Sleep Apnea (OSA), where the sleeping position directly affects breathing patterns: the side position alleviates symptoms, while the supine position...
Posture Algorithms Sleep Apnea, Obstructive Sleep Humans Wearable Electronic Devices Pressure Machine Learning
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Highly sensitive, breathable, and superhydrophobic dome structure nonwoven-based flexible pressure sensor utilizing machine learning for handwriting recognition.

International journal of biological macromolecules Jan 13, 2025
Wearable devices that incorporate flexible pressure sensors have shown great potential for human-machine interaction, speech recognition, health monitoring, and handwriting recognition. However, achieving high sensitivity, durability, wide detection ...
Pressure Handwriting Humans Machine Learning Graphite Hydrophobic and Hydrophilic Interactions Wearable Electronic Devices
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In Shift and In Variance: Assessing the Robustness of HAR Deep Learning Models Against Variability.

Sensors (Basel, Switzerland) Jan 13, 2025
Deep learning (DL)-based Human Activity Recognition (HAR) using wearable inertial measurement unit (IMU) sensors can revolutionize continuous health monitoring and early disease prediction. However, most DL HAR models are untested in their robustness...
Wearable Electronic Devices Monitoring, Physiologic Humans Deep Learning Human Activities
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TinyML and edge intelligence applications in cardiovascular disease: A survey.

Computers in biology and medicine Jan 10, 2025
Tiny machine learning (TinyML) and edge intelligence have emerged as pivotal paradigms for enabling machine learning on resource-constrained devices situated at the extreme edge of networks. In this paper, we explore the transformative potential of T...
Machine Learning Humans Cardiovascular Diseases Neural Networks, Computer Wearable Electronic Devices
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Application of Additive Manufacturing and Deep Learning in Exercise State Discrimination.

Sensors (Basel, Switzerland) Jan 10, 2025
With the rapid development of sports technology, smart wearable devices play a crucial role in athletic training and health management. Sports fatigue is a key factor affecting athletic performance. Using smart wearable devices to detect the onset of...
Neural Networks, Computer Fatigue Exercise Wearable Electronic Devices Deep Learning Printing, Three-Dimensional Humans
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Performance evaluation of a machine learning-based methodology using dynamical features to detect nonwear intervals in actigraphy data in a free-living setting.

Sleep health Jan 9, 2025
GOAL AND AIMS: One challenge using wearable sensors is nonwear time. Without a nonwear (e.g., capacitive) sensor, actigraphy data quality can be biased by subjective determinations confounding sleep/wake classification. We developed and evaluated a m...
Female Adult Machine Learning Algorithms Wearable Electronic Devices Sleep Actigraphy Male Middle Aged Humans
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Intelligent Thermochromic Heating E-Textile for Personalized Temperature Control in Healthcare.

ACS applied materials & interfaces Jan 8, 2025
Heating electronic textiles (e-textiles) are widely used for thermal comfort and energy conservation, but prolonged heating raises concerns about heat-related illnesses, especially in the elderly. Despite advancements, achieving universal user satisf...
Heating Hot Temperature Textiles Temperature Humans Wearable Electronic Devices Artificial Intelligence
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Triboelectric Bending Sensors for AI-Enabled Sign Language Recognition.

Advanced science (Weinheim, Baden-Wurttemberg, Germany) Jan 7, 2025
Human-machine interfaces and wearable electronics, as fundamentals to achieve human-machine interactions, are becoming increasingly essential in the era of the Internet of Things. However, contemporary wearable sensors based on resistive and capaciti...
Wearable Electronic Devices Sign Language Humans Artificial Intelligence
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Liquid-Metal-Based Multichannel Strain Sensor for Sign Language Gesture Classification Using Machine Learning.

ACS applied materials & interfaces Jan 7, 2025
Liquid metals are highly conductive like metallic materials and have excellent deformability due to their liquid state, making them rather promising for flexible and stretchable wearable sensors. However, patterning liquid metals on soft substrates h...
Humans Machine Learning Metals Nickel Sign Language Wearable Electronic Devices Gestures
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