3 papers
eess.SP2025
A cross-modal pre-training framework with video data for improving performance and generalization of distributed acoustic sensing
Junyi Duan, Jiageng Chen, Zuyuan He
Fiber-optic distributed acoustic sensing (DAS) has emerged as a critical Internet-of-Things (IoT) sensing technology with broad industrial applications. However, the two-dimensiona…
cs.LG2025
Physics-informed network paradigm with data generation and background noise removal for diverse distributed acoustic sensing applications
Yangyang Wan, Haotian Wang, Xuhui Yu +3
Distributed acoustic sensing (DAS) has attracted considerable attention across various fields and artificial intelligence (AI) technology plays an important role in DAS application…
eess.SP2025
DAS-MAE: A self-supervised pre-training framework for universal and high-performance representation learning of distributed fiber-optic acoustic sensing
Junyi Duan, Jiageng Chen, Zuyuan He
Distributed fiber-optic acoustic sensing (DAS) has emerged as a transformative approach for distributed vibration measurement with high spatial resolution and long measurement rang…