Impact Statement: We have found that in the field of distributed OFDR sensing systems, there are almost no applications of machine learning algorithms for data demodulation. Therefore, this manuscript ...
The implementation of Deep Learning (DL) utilizes the Convolutional Neural Network (CNN) technique, renowned for its effectiveness in categorizing and recognizing objects in digital photo data. The ...
Traditional reinforcement learning algorithms lack exploration of the environment, and the strategies learned by the agent may not generalize well to other different environments. To address these ...