ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2022
Wearable Triboelectric Sensors Enabled Gait Analysis and Waist Motion Capture for IoT-Based Smart Healthcare Applications.
Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 72 papers.
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The trial behind it
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Who cites it
72 citing papers in PubMed.
- Recent Advances in Flexible Pressure Sensors: Mechanisms, Materials, Designs and Applications.Sensors (Basel, Switzerland) · 2026Review
- Self-powered intelligence for personalized healthcare.National science review · 2026Review
- Triboelectric Wearable Sensors for Human-Centric Smart Electronics: From Self-Powered Sensing to Artificial Intelligence-Assisted Human-Machine Interface Systems.Nano-micro letters · 2026Review
- Self-Powered Triboelectric Insole for Gait Asymmetry and Plantar Pressure Signatures in Rehabilitation Patients: A Cross-Sectional Study.Sensors (Basel, Switzerland) · 2026Article
- Eco-Friendly Corn Silk-Based Triboelectric Nanogenerator Sensor for Automated Human Motion Recognition using Boosting-Driven Machine Learning.Precision chemistry · 2026Article
- Conformation-Modulated Lignin for Durable and High-Output Cellulosic Triboelectric Materials Toward Self-Powered Sensing.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Integrated Self-Powered Sensors for Continuous Foot Health Monitoring via Laser-Induced MXene-Composited Graphene Hybrids From Lignocellulose.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Bioinspired Reversible Adhesive with High Strength for Wearable Electronics under Diverse Environments.Research (Washington, D.C.) · 2026Article
- Impact of Air Temperature and Humidity on Performance of Heat-Source-Free Water-Floating Single-Walled Carbon Nanotube Thermoelectric Generators for IoT Sensors.Sensors (Basel, Switzerland) · 2025Article
- Muscle Strength Training and Monitoring Device Based on Triboelectric Nanogenerator for Knee Joint Surgery.Micromachines · 2025Article
- Application of Nanogenerators in Lumbar Motion Monitoring: Fundamentals, Current Status, and Perspectives.Diagnostics (Basel, Switzerland) · 2025Review
- Next-Gen Healthcare Devices: Evolution of MEMS and BioMEMS in the Era of the Internet of Bodies for Personalized Medicine.Micromachines · 2025Review
- Machine learning-assisted triboelectric nanogenerator technology for intelligent sports.Science advances · 2025Review
- Recent Progress in Flexible Wearable Sensors for Real-Time Health Monitoring: Materials, Devices, and System Integration.Micromachines · 2025Review
- Smart Surface of Steering Wheel Based on Triboelectric Nanogenerator and Artificial Intelligence in Driving Monitoring System.Nanomaterials (Basel, Switzerland) · 2025Article
- Comparison of Wearable and Depth-Sensing Technologies with Electronic Walkway for Comprehensive Gait Analysis.Sensors (Basel, Switzerland) · 2025Article
- Applications of flexible materials in health management assisted by machine learning.RSC advances · 2025Review
- AI-Driven TENGs for Self-Powered Smart Sensors and Intelligent Devices.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Review
- A wireless, self-powered smart insole for gait monitoring and recognition via nonlinear synergistic pressure sensing.Science advances · 2025Article
- Exploration of Advanced Applications of Triboelectric Nanogenerator-Based Self-Powered Sensors in the Era of Artificial Intelligence.Sensors (Basel, Switzerland) · 2025Review
12 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
10 authors.
Funding
Abstract
Gait and waist motions always contain massive personnel information and it is feasible to extract these data via wearable electronics for identification and healthcare based on the Internet of Things (IoT). There also remains a demand to develop a cost-effective human-machine interface to enhance the immersion during the long-term rehabilitation. Meanwhile, triboelectric nanogenerator (TENG) revealing its merits in both wearable electronics and IoT tends to be a possible solution. Herein, the authors present wearable TENG-based devices for gait analysis and waist motion capture to enhance the intelligence and performance of the lower-limb and waist rehabilitation. Four triboelectric sensors are equidistantly sewed onto a fabric belt to recognize the waist motion, enabling the real-time robotic manipulation and virtual game for immersion-enhanced waist training. The insole equipped with two TENG sensors is designed for walking status detection and a 98.4% identification accuracy for five different humans aiming at rehabilitation plan selection is achieved by leveraging machine learning technology to further analyze the signals. Through a lower-limb rehabilitation robot, the authors demonstrate that the sensory system performs well in user recognition, motion monitoring, as well as robot and gaming-aided training, showing its potential in IoT-based smart healthcare applications.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.