Uncertainty Aware and Scalable Wi-Fi CSI Sensing With Large Language Models Article

Sun, Yujie, Wang, Xuyu, Cao, Guanqun et al. (2026). Uncertainty Aware and Scalable Wi-Fi CSI Sensing With Large Language Models . IEEE Internet of Things Journal, 13(19), 44371-44383. 10.1109/JIOT.2026.3709145

cited authors

  • Sun, Yujie; Wang, Xuyu; Cao, Guanqun; Mao, Shiwen

authors

publication date

  • October 1, 2026

published in

keywords

  • Accuracy
  • Channel state information (CSI)
  • Computer Science
  • Computer Science, Information Systems
  • Engineering
  • Engineering, Electrical & Electronic
  • FDA
  • Labeling
  • Large language models
  • Modeling
  • Noise measurement
  • Robustness
  • Science & Technology
  • Technology
  • Telecommunications
  • Training
  • Uncertainty
  • Wi-Fi sensing
  • Wireless fidelity
  • functional data analysis (FDA)
  • human activity recognition
  • large language models (LLMs)
  • uncertainty quantification

Digital Object Identifier (DOI)

publisher

  • IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC

start page

  • 44371

end page

  • 44383

volume

  • 13

issue

  • 19