Robust acoustic directional sensing enabled by synergy between resonator-based sensor and deep learning
Ziqi Yu,
Xiaopeng Li,
Hojung Jung
et al.
Abstract:We demonstrate enhanced acoustic sensing arising from the synergy between resonator-based acoustic sensor and deep learning. We numerically verify that both vibration amplitude and phase are enhanced and preserved at and off the resonance in our compact acoustic sensor housing three cavities. In addition, we experimentally measure the response of our sensor to single-frequency and siren signals, based on which we train convolutional neural networks (CNNs). We observe that the CNN trained by using both amplitud… Show more
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