Continuous wave mud pulse data transmission method based on continuous gradation frequency keying modulation and Convolution neural network demodulation

Abstract Measurement While Drilling (MWD) technology plays a significant role in enhancing the geological steering and subsurface evaluation capabilities of extended-reach wells, challenging horizontal wells, and multilateral wells. With the increasing complexity of underground exploration, there is...

Full description

Saved in:
Bibliographic Details
Main Authors: Yingzhong Zhu, Zhenhua Xia, Yue Yang, Cihao Zhu, Guoqing Cai, Shuang Hu, Junhao Wang
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-08806-5
Tags: Add Tag
No Tags, Be the first to tag this record!