Estimation of Submarine Cable Location Using Optical-Fiber Distributed Acoustic Sensing Combined With Ship-Borne Sound Sources
Jianmin Lin, Qile Wang, Wentao Zhang, Jiangzheng Shu, Lei Zhang, Qunshu Tang
- 发表年份
- 2025
- 引用次数
- 4
摘要
Ascertaining the precise locations of submarine cables is crucial to their maintenance and to monitoring marine environments using equipment reliant on such cables. Traditional detection methods such as underwater robots equipped with optical, acoustic, and electromagnetic sensors have several limitations, including a short detection range, limited applicability, and low operational efficiency. Distributed acoustic sensing (DAS) is an emerging technology that uses optical-fiber (OF) cables as dense acoustic sensor arrays to detect submarine cable routes. Here, we describe a method to locate submarine cables that combines DAS with ship-borne sound sources. The spatial location of the cable is determined by connecting the coordinates of each DAS channel, which are jointly estimated by the Chan and snow ablation optimizer algorithms. Furthermore, a blind signal evaluation and selection method is used to improve the correlation between DAS demodulated signals in complex marine environments, thereby substantially reducing the estimation errors of the DAS channels. Localization results for a ∼5 km length of submarine cable closely matched the actual route, with an average error of ∼9.53 m. The results of this study demonstrate the potential of DAS-instrumented OF for detecting long-distance submarine cable routes.
关键词
相关论文
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
Artificial intelligence: a modern approach
1995
Fractional Differential Equations
Igor Podlubný
2025
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991