ArticleScience advances2025
A wireless, self-powered smart insole for gait monitoring and recognition via nonlinear synergistic pressure sensing.
Article in Science advances, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers, 1 of them a synthesis that pooled it.
What it found
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The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
27 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Electronic Systems for Monitoring Pediatric Gait Biomechanical Parameters: A Systematic Review of Embedded Technologies and Human-Machine Interfaces.Sensors (Basel, Switzerland) · 2026Pooled it
- Technology-Enhanced Health Care in Smart Homes: Scoping Review of Sensor Technologies, Clinical Applications, Integration Challenges, and Future Directions.JMIR medical informatics · 2026Article
- Piezoionic copolymer ionogel with tunable hydrogen bond enables epidermal blood pressure analyzer.Science advances · 2026Article
- A biomimetic, ultralow-power edge-AI-empowered and self-sustaining gait analysis system.Science advances · 2026Article
- Article
- A Gear-Driven Plantar Energy Harvester with Integrated Self-Sensing for Human Locomotion Recognition.Sensors (Basel, Switzerland) · 2026Article
- Feed-Draw Printing Enables Monolithically Integrated Flexible Sensors With High Interfacial Toughness and Wide Linear Range.Advanced materials (Deerfield Beach, Fla.) · 2026Article
- Toward Long-Term Reliable Human-Machine Interaction: A Flexible, Breathable, and Self-Powered Pressure Sensor System With Firefighting Validation.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- A hemispherical latitude-gradient sensor for closed-loop monitoring and management of scoliosis correction.Science advances · 2026Article
- Multiscale artificial spider web for comprehensive pressure sensing and human-machine interaction.Nature communications · 2026Article
- Clarifying the landscape of mechanical sensors from stress to strain.Nature sensors · 2026Article
- Innovative strategies for diabetic peripheral neuropathy: From clinical management to emerging bioengineering solutions.Bioactive materials · 2026Review
- Balance ability test dataset for stroke patients based on flexible array pressure sensors.Data in brief · 2026Article
- Decoupling capacitive sensing from circuit knowledge via time-domain representation.Scientific reports · 2026Article
- Biomimetic metamaterial-based interface for decoding heterogeneous mechanodermal activity.Science advances · 2026Article
- A Wearable Multi-Modal Measurement System with Self-Developed IMUs and Plantar Pressure Sensors for Real-Time Gait Recognition.Micromachines · 2026Article
- Advances in flexible wearable pressure/strain sensors for motion monitoring in orthopaedic sports medicine.Journal of orthopaedic translation · 2026Review
- Portable electronic devices for mechanotherapy and operative treatment of osteoarthritis.Mechanobiology in medicine · 2026Review
- Fully Screen-Printed Pressure Sensing Insole-From Proof of Concept to Scalable Manufacturing.Sensors (Basel, Switzerland) · 2026Article
- Empowering Flexible Electronics with Piezoelectric Nanogenerators: Breakthroughs from Energy Harvesting to Intelligent Sensing.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
14 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Wearable insole-based pressure sensor systems have gained attention for continuous gait monitoring, showing potential for preventing, diagnosing, and treating conditions such as lumbar degenerative disease and diabetic foot ulcers. However, challenges such as nonlinear response, low stability, and energy limitations have hindered widespread adoption. Here, we report a fully integrated, self-powered, wireless smart insole designed for plantar pressure monitoring and real-time visualization and analysis of gait. The pressure sensor uses a nonlinear synergistic strategy, achieving remarkable linearity (
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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.