Dataset

😄 Paper: Multi-Channel Multi-Step Spectrum Prediction Using Transformer and Stacked Bi-LSTM

1. Introduction

This dataset is used to validate the algorithm proposed in this work. Figure 1 shows the real platform where the simulated communication is interfered.

Figure 1. Real simulation experiment platform.

2. Load Dataset

File Org_Sensing_Spectrum_Dataset.txt is the dataset.

3. The Proposed Method

Figure 2. Structure of the proposed method.

4. Citation

If you find this repository useful, please cite our paper.

	@article{chinacom,
	title={Multi-Channel Multi-Step Spectrum Prediction Using Transformer and Stacked Bi-LSTM},
	author={Guangliang Pan and Jie Li and Minglei Li},
	journal={China Communications},
	volume={22},
        number={5},
	pages={1--13},
	year={2025}}