Beyond Communication: Telecom Fiber Networks for Rain Detection and Classification

/in /by

Publication Date: 11/22/2023

Event: 28th International Conference on Optical Fiber Sensors (OFS-28)

Reference: W4.30: 1-4, 2023

Authors: Sai Shi, NEC Laboratories America, Inc., Temple University; Yangmin Ding, NEC Laboratories America, Inc.; Yue Tian, NEC Laboratories America, Inc.; Zhuocheng Jiang, NEC Laboratories America, Inc.; Sarper Ozharar, NEC Laboratories America, Inc.; Ting Wang, NEC Laboratories America, Inc.; James M. Moore, Verizon

Abstract: We present the field trial of an innovative neural network and DAS-based technique, employing a pre-trained CNN fine-tuning strategy for effective rain detection and classification within two practical scenarios.

Publication Link: https://www.senkyo.co.jp/ofs28/