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English(EN) A Distributed Acoustic Sensing Dataset for Vessel Detection and Localization in Submarine Cable Protection

新的DAS数据集助力海底电缆保护研究

作者 PulseAugur 编辑部 · [1 个来源] ·

研究人员推出了一款名为 Marlinks-NS DAS 的新数据集，旨在协助保护海底电缆。该数据集包含对分布式声学传感 (DAS) 测量数据和船舶自动识别系统 (AIS) 衍生信息的处理结果，这些数据在北海一段光缆路段上收集了十天。数据集包含超过 74,000 个带标签的数据实例，附带频谱能量特征和船舶距离元数据，支持船舶检测和距离估算这两项机器学习任务。 AI

影响 该数据集有望推动关键水下基础设施的 AI 驱动监控系统的发展。

排序理由 该集群包含一篇详细介绍特定研究任务数据集的新学术论文。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.LG 阅读 →

AI 生成摘要 · Google Gemini · 来自 1 个来源。 我们如何撰写摘要 →

新的DAS数据集助力海底电缆保护研究

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该集群包含一篇详细介绍特定研究任务数据集的新学术论文。[lever_c_demoted from research: ic=1 ai=1.0]
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报道来源 [1]

  1. arXiv cs.LG TIER_1 English(EN) · Erick Eduardo Ramirez-Torres, Javier Macias-Guarasa, Daniel Pizarro, Javier Tejedor, Sira Elena Palazuelos-Cagigas, Pedro J. Vidal-Moreno, Mar\'ia R. Fern\'andez-Ruiz, Sonia Martin-Lopez, Miguel Gonzalez-Herraez, Roel Vanthillo ·

    用于海底电缆保护中船舶探测与定位的分布式声学传感数据集

    arXiv:2607.28306v1 Announce Type: cross Abstract: Recent incidents of accidental damage and suspected sabotage to submarine telecommunication and power cables, particularly in the Baltic Sea, have underscored their vulnerability and the need for continuous monitoring solutions. D…

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