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Flexible pressure sensing systems empowered by artificial intelligence: materials, devices and emerging applications
Zhipeng Hu1, Xinyi Liu1, Xiyan Cheng1
1Institute for Advanced Study, Shenzhen University, Shenzhen 518060, P. R. China. yezhou@szu.edu.cn.
Materials Horizons
|February 9, 2026
Summary
Flexible pressure sensors with artificial intelligence (AI) offer enhanced accuracy for healthcare and human-machine interaction. Integrating AI addresses real-world challenges, improving performance and user experience in intelligent sensing systems.
Area of Science:
- Materials Science
- Artificial Intelligence
- Sensor Technology
Background:
- Flexible pressure sensors are crucial for personalized healthcare and human-machine interaction (HMI).
- Real-world applications face challenges like signal noise, baseline drift, and electromagnetic interference, limiting sensor accuracy.
- Artificial intelligence (AI) algorithms can overcome these limitations by improving signal processing and system adaptability.
Purpose of the Study:
- To review recent advancements in high-performance flexible pressure sensor design.
- To explore the development of AI algorithms for pressure sensing.
- To highlight the synergistic integration of pressure sensors and AI for intelligent systems.
Main Methods:
- Review of current literature on flexible pressure sensor design.
- Analysis of AI algorithm development for signal processing and feature extraction.
- Discussion of integrated sensor-AI systems in human-centric applications.
Main Results:
- Synergistic integration of advanced sensor design and AI algorithms enhances performance.
- AI effectively addresses challenges such as noise and drift in flexible pressure sensors.
- Demonstrated potential in personalized healthcare and HMI applications.
Conclusions:
- The combination of sophisticated pressure sensors and AI is key to developing intelligent sensing systems.
- Continued interdisciplinary research will drive innovation in flexible pressure sensing.
- Future intelligent pressure sensors promise broader applications and improved user experiences.
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