ArticleScience advances2023
Multiangle, self-powered sensor array for monitoring head impacts.
Article in Science advances, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
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Who cites it
19 citing papers in PubMed.
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- Optimized stress transfer interfaces enabled wearable nano-electronics for fatigue driving monitoring.Microsystems & nanoengineering · 2026Article
- Advances in flexible wearable pressure/strain sensors for motion monitoring in orthopaedic sports medicine.Journal of orthopaedic translation · 2026Review
- Wearable Sensors Fabricated by 3D-Printed Composite Hydrogel with 2D Fillers.Small methods · 2026Review
- Machine learning-assisted triboelectric nanogenerator technology for intelligent sports.Science advances · 2025Review
- Bioinspired twist-hyperbolic metamaterial for impact buffering and self-powered real-time sensing in UAVs.Science advances · 2025Article
- Self-powered electrotactile textile haptic glove for enhanced human-machine interface.Science advances · 2025Article
- Machine learning-assisted wearable sensing systems for speech recognition and interaction.Nature communications · 2025Article
- Triboelectric sensor gloves for real-time behavior identification and takeover time adjustment in conditionally automated vehicles.Nature communications · 2025Article
- Self-Powered, Flexible, Transparent Tactile Sensor Integrating Sliding and Proximity Sensing.Materials (Basel, Switzerland) · 2025Article
- Triboelectric sensor with ultra-wide linear range based on water-containing elastomer and ion-rich interface.Nature communications · 2024Article
- Additively manufactured micro-lattice dielectrics for multiaxial capacitive sensors.Science advances · 2024Article
- A Study on the Mechanisms and Performance of a Polyvinyl Alcohol-Based Nanogenerator Based on the Triboelectric Effect.Materials (Basel, Switzerland) · 2024Article
- Bioinspired Suspended Sensing Membrane Array with Modulable Wedged-Conductive Channels for Crosstalk-Free and High-Resolution Detection.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2024Article
- Light-Boosting Highly Sensitive and Ultrafast Piezoelectric Sensor Based on Composite Membrane of Copper Phthalocyanine and Graphene Oxide.International journal of molecular sciences · 2024Article
- Large-area, untethered, metamorphic, and omnidirectionally stretchable multiplexing self-powered triboelectric skins.Nature communications · 2024Article
- Synergizing Machine Learning Algorithm with Triboelectric Nanogenerators for Advanced Self-Powered Sensing Systems.Nanomaterials (Basel, Switzerland) · 2024Review
- Achieving Ultrahigh DC-Power Triboelectric Nanogenerators by Lightning Rod-Inspired Field Emission Modeling.Research (Washington, D.C.) · 2024Article
Corrections and comments
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Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Mild concussions occur frequently and may come with long-term cognitive, affective, and physical sequelae. However, the diagnosis of mild concussions lacks objective assessment and portable monitoring techniques. Here, we propose a multiangle self-powered sensor array for real-time monitoring of head impact to further assist in clinical analysis and prevention of mild concussions. The array uses triboelectric nanogenerator technology, which converts impact force from multiple directions into electrical signals. With an average sensitivity of 0.214 volts per kilopascal, a response time of 30 milliseconds, and a minimum resolution of 1.415 kilopascals, the sensors exhibit excellent sensing capability over a range of 0 to 200 kilopascals. Furthermore, the array enables reconstructed head impact mapping and injury grade assessment via a prewarning system. By gathering standardized data, we expect to build a big data platform that will permit in-depth research of the direct and indirect effects between head impacts and mild concussions in the future.
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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.