Differential Sensing of Lamb Wave Using Piezoelectric Transducer for Baseline-Free Tactile Sensing on a Glass Plate
Abstract
This paper utilizes only the anti-symmetric fundamental (A0) mode of Lamb waves for tactile sensing to realize a baseline-free ultrasound-based touchscreen. Disk-shaped piezoelectric transducers are mounted in pair on a glass plate to excite and detect pure A0 mode Lamb waves. When there is no finger touch, the symmetric nature on boundary conditions ensures that the combined output wave signals from paired transducer are basically zero, which eliminates the need for reference or baseline signals. When there is a finger touch, the output wave signals can directly couple with a trained artificial intelligence (AI) model based on convolutional neural network (CNN) to identify the touch even and its touch position. Field tests shows the accuracy for tactile position sensing is 96% and is not affected by environmental temperature variation. This demonstrates the effectiveness and robustness of proposed baseline-free Lamb wave touchscreen as a human-machine interface.
Fields of Study & Subjects
Tactile and Sensory Interactions
Advanced Sensor and Energy Harvesting Materials
Surface Roughness and Optical Measurements
Publication details
- Journal / source
- Applied Sciences
- Volume
- 16
- Issue
- 13
- Pages
- 6717–6717
- Publication date
- 5 July 2026
- Language
- EN