Demonstrates enhanced sensitivity and response time in piezoelectric sensors, suggesting improved applications in gesture recognition and robotics.
), a wide working range (334.16 kPa), and fast response/recovery times (8.58/17.22 ms). It reliably captures both subtle physiological signals and large mechanical loads and further supports gesture recognition and robotic control when integrated with real-time feedback and machine learning. This work establishes a general framework for designing robust, full-range tactile sensors through hierarchical stress regulation.
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Li et al. (2026) studied this question.
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