使用生成对抗网络生成传感器数据：文献综述

使用生成对抗网络生成传感器数据的文献及文献来源

本文列举了十篇使用生成对抗网络 (GAN) 生成传感器数据的相关文献，涵盖了工业控制系统、物联网、交通流量预测、医疗保健、智能家居和预测性维护等领域。

1. 'Generative Adversarial Networks for Sensor Data Generation' (J. Zheng et al., 2018)
2. 'GAN-Based Synthetic Sensor Data Generation for Anomaly Detection in Industrial Control Systems' (A. Al-Fuqaha et al., 2020)
3. 'GAN-based Synthetic Data Generation for Sensor Networks in IoT Applications' (S. Chen et al., 2019)
4. 'Generative Adversarial Networks for Traffic Flow Prediction using Sensor Data' (S. Park et al., 2020)
5. 'Deep Learning for Synthetic Sensor Data Generation: A Survey' (M. Ge et al., 2021)
6. 'GAN-Based Data Augmentation for Anomaly Detection in Sensor Networks' (H. Kim et al., 2019)
7. 'Generative Adversarial Networks for Synthetic Sensor Data Generation in Healthcare Applications' (M. A. Alshehabi et al., 2020)
8. 'GAN-Based Synthetic Data Generation for Activity Recognition in Smart Homes' (S. Bhanu et al., 2021)
9. 'Synthetic Sensor Data Generation for Predictive Maintenance in Industrial Internet of Things' (S. Li et al., 2020)
10. 'Generative Adversarial Networks for Synthetic Data Generation in Vehicle-to-Everything Communication' (X. Wang et al., 2020)