The self supervised multimodal semantic transmission mechanism for complex network environments

Abstract With the rapid development of intelligent transportation systems, the challenge of achieving efficient and accurate multimodal traffic data transmission and collaborative processing in complex network environments with bandwidth limitations, signal interference, and high concurrency has bec...

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Bibliographic Details
Main Authors: Jiajun Zou, Zhiping Wan, Feng Wang, Shitong Ye, Shaojiang Liu
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-15162-x
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