A Lightweight Hybrid Transformer-CNN Architecture for Real-Time Railway Event Recognition With Fiber-Optic Distributed Acoustic Sensor

Weiming Zeng, Yizheng Sun, Hengwei Shen, Zhenyu Shen, Qingqing Liu, Jianrong Lv, Wen Chen, Yushan Chen, Zhichun Fan. A Lightweight Hybrid Transformer-CNN Architecture for Real-Time Railway Event Recognition With Fiber-Optic Distributed Acoustic Sensor. IEEE Internet of Things Journal, 13(6):10640-10651, march15 2026. [doi]

@article{ZengSSSLLCCF26,
  title = {A Lightweight Hybrid Transformer-CNN Architecture for Real-Time Railway Event Recognition With Fiber-Optic Distributed Acoustic Sensor},
  author = {Weiming Zeng and Yizheng Sun and Hengwei Shen and Zhenyu Shen and Qingqing Liu and Jianrong Lv and Wen Chen and Yushan Chen and Zhichun Fan},
  year = {2026},
  month = {march15},
  doi = {10.1109/JIOT.2026.3650806},
  url = {https://doi.org/10.1109/JIOT.2026.3650806},
  researchr = {https://researchr.org/publication/ZengSSSLLCCF26},
  cites = {0},
  citedby = {0},
  journal = {IEEE Internet of Things Journal},
  volume = {13},
  number = {6},
  pages = {10640-10651},
}