Working mode detection method based on bidirectional LSTM for pipe jacking inertial automatic guidance system

Abstract The pipe-jacking inertial guidance method is a key technology to solve the guidance problems of complex pipe-jacking projects, such as long distances and curves. However, since its guidance information is obtained by gyroscope integration, the accrued error is significant, which limits its...

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Bibliographic Details
Main Authors: Yutong Zu, Lu Wang, Yuanbiao Hu, Gansheng Yang, Boning He, Zheng Zhou
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-14304-5
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