Packaged WGM MBR sensor for high-performance temperature measurement using CNN-based multimode barcode images
Haiju Li,
Yang Lu,
Shengao Zhou
et al.
Abstract:The whispering gallery mode (WGM) optical microresonator sensors are emerging as a promising platform for precise temperature measurements, driven by their excellent sensitivity, resolution and integration. Nevertheless, challenges endure regarding stability, single resonant mode tracking, and real-time monitoring. Here, we demonstrate a temperature measurement approach based on convolutional neural network (CNN), leveraging the recognition of multimode barcode images acquired from a WGM microbottle resonator … Show more
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