International Journal For Multidisciplinary Research

E-ISSN: 2582-2160   •   Impact Factor: 9.24

A Widely Indexed Open Access Peer Reviewed Multidisciplinary Bi-monthly Scholarly International Journal

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Volume 8 Issue 3
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Surface Acoustic Touch Interface

Author(s) Mr. Vucha Devi Sri Prasad, Bilal Ahmed Shah Khan, Rohan Reddy Guddeti
Country India
Abstract Traditional touch interfaces require specialized and costly hardware. This research proposes SATI, a low-cost acoustic touch interface that converts ordinary surfaces into interactive control systems using piezoelectric sensors, ESP32-based data acquisition, and a 1D-CNN classification model. The system enables real-time, privacy-preserving human-computer interaction for smart environments and edge AI applications.
Keywords Edge AI, Acoustic Sensing, Piezoelectric Sensors, 1D-CNN, Human-Computer Interaction, ESP32, Smart Surfaces, Real-Time Touch Classification, Embedded Systems
Field Computer > Artificial Intelligence / Simulation / Virtual Reality
Published In Volume 8, Issue 3, May-June 2026
Published On 2026-06-17
DOI https://doi.org/10.36948/ijfmr.2026.v08i03.81557
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E-ISSN 2582-2160
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