Abstract

Data over voice channel. The carrier is chirp. The dataset has been dealed. Except for the last column number, all other contents are the characteristic values of the signal. you can use Deep learning model to classify the dataset. There are 8 labels in dataset, and this dataset is suit for data classification.

Instructions:

Data structure: data feature + label

Instruction: you can use Deep learning model, like ResNet34, MobileNet_V3, to classify the dataset. There are 8 labels in dataset, and this dataset is suit for data classification. To use PCA method and MobileNet_V3, we can classify the signal's category based on its features. We will give the trained model and ‘pca.model’. You can directly use existing code to get the result.