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…