LDA-FedHAR: Federated Human Activity Recognition for Wearable Devices Through Local HAR Data Alignment

Minda Yao, Wei Chen 0036, Zehua Wang, Minglong Cheng, Chuanlei Zhang, Fei Richard Yu, Victor C. M. Leung. LDA-FedHAR: Federated Human Activity Recognition for Wearable Devices Through Local HAR Data Alignment. IEEE Internet of Things Journal, 12(23):49442-49455, dec1 2025. [doi]

@article{YaoCWCZYL25,
  title = {LDA-FedHAR: Federated Human Activity Recognition for Wearable Devices Through Local HAR Data Alignment},
  author = {Minda Yao and Wei Chen 0036 and Zehua Wang and Minglong Cheng and Chuanlei Zhang and Fei Richard Yu and Victor C. M. Leung},
  year = {2025},
  month = {dec1},
  doi = {10.1109/JIOT.2025.3602828},
  url = {https://doi.org/10.1109/JIOT.2025.3602828},
  researchr = {https://researchr.org/publication/YaoCWCZYL25},
  cites = {0},
  citedby = {0},
  journal = {IEEE Internet of Things Journal},
  volume = {12},
  number = {23},
  pages = {49442-49455},
}