Researchers at NC State University Combines Three-Dimensional Embroidery Techniques with Machine Learning to Create a Fabric-based Sensor that can Control Electronic Devices through Touch

 Researchers at NC State University Combines Three-Dimensional Embroidery Techniques with Machine Learning to Create a Fabric-based Sensor that can Control Electronic Devices through Touch

Integrating Touch-Sensitive Fabric into Wearable Electronics

In a world where technology is becoming smaller and smarter, researchers are working on integrating electronics into everyday items like clothing. A recent study has focused on creating touch-sensitive fabric that can control electronic devices, making wearable electronics more convenient and user-friendly.

Practical Solutions and Value

Currently, wearable devices like smartwatches and fitness trackers can be controlled through touch, but they have limitations in functionality and can be bulky. To address this, researchers at NC State University developed a fabric-based touch sensor using embroidery techniques and machine learning. This sensor can be seamlessly integrated into clothing, allowing users to control electronic devices with simple gestures.

The sensor is made up of special yarns that generate electricity when they rub against each other, enabling it to power itself. The researchers used embroidery machines to create a three-dimensional structure for the sensor and employed machine learning algorithms to train the sensor to recognize different touch gestures and ignore accidental inputs.

The sensor was tested with a music-playing app, demonstrating its versatility and potential for various applications, such as inputting passwords and playing video games. While the technology is still in its early stages, it represents a promising advancement in wearable electronics.

The development of fabric-based touch sensors opens up new possibilities for wearable electronics, allowing users to control devices through simple touch gestures, transforming how they interact with technology in their everyday lives.

AI Solutions for Business Evolution

If you want to evolve your company with AI and stay competitive, consider the practical AI solutions offered by Researchers at NC State University. AI can redefine your way of work by identifying automation opportunities, defining KPIs, selecting AI solutions, and implementing them gradually. For AI KPI management advice and continuous insights into leveraging AI, connect with us at hello@itinai.com or stay tuned on our Telegram t.me/itinainews or Twitter @itinaicom.

Spotlight on a Practical AI Solution: AI Sales Bot

Consider the AI Sales Bot from itinai.com/aisalesbot, designed to automate customer engagement 24/7 and manage interactions across all customer journey stages. Discover how AI can redefine your sales processes and customer engagement by exploring solutions at itinai.com.

List of Useful Links:

AI Products for Business or Try Custom Development

AI Sales Bot

Welcome AI Sales Bot, your 24/7 teammate! Engaging customers in natural language across all channels and learning from your materials, it’s a step towards efficient, enriched customer interactions and sales

AI Document Assistant

Unlock insights and drive decisions with our AI Insights Suite. Indexing your documents and data, it provides smart, AI-driven decision support, enhancing your productivity and decision-making.

AI Customer Support

Upgrade your support with our AI Assistant, reducing response times and personalizing interactions by analyzing documents and past engagements. Boost your team and customer satisfaction

AI Scrum Bot

Enhance agile management with our AI Scrum Bot, it helps to organize retrospectives. It answers queries and boosts collaboration and efficiency in your scrum processes.