Data transmission delay compensation algorithm for interactive communication network of offshore oil field operation scene in bad weather
2025

Data Transmission Delay Compensation Algorithm for Offshore Oil Field Communication

publication Evidence: moderate

Author Information

Author(s): Xiang Jing, Du Xin

Primary Institution: Cnooc Information Technology Co., Ltd., Shenzhen, Guangdong, China

Hypothesis

Can a data transmission delay compensation algorithm improve communication in offshore oil field operations during bad weather?

Conclusion

The proposed algorithm effectively enhances data transmission quality and compensates for delays in offshore oil field communication networks under adverse weather conditions.

Supporting Evidence

  • The algorithm improves the quality of data transmission in communication networks.
  • It effectively compensates for transmission delays to ensure real-time communication.
  • Experimental results show significant improvements in communication delay and link rate.

Takeaway

This study created a smart system to help oil rigs talk to each other better, even when the weather is really bad.

Methodology

The study used a combination of signal denoising, weak signal amplification, and a neural network-based delay prediction to improve communication.

Limitations

The algorithm does not account for packet loss during transmission, which may affect its practical application.

Digital Object Identifier (DOI)

10.1371/journal.pone.0317137

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