Publications by authors named "Joel Sved"
Article Synopsis
- The paper introduces a microwave photonic sensor using a reflective microring resonator (MRR) combined with a self-attention convolutional neural network (CNN) for improved sensing accuracy.
- The sensor utilizes responses from both clockwise and counterclockwise resonant modes, generating distinct deep radio-frequency spectral notches based on modulator bias conditions.
- Experimental results in temperature sensing show that with a small dataset, the model achieves a root-mean-square error of 0.026°C, demonstrating a 10-fold improvement over traditional linear fitting models.
