A V2X communication resource allocation method based on graph neural networks and deep reinforcement learning

Abstract High frequency vehicle-to-vehicle (V2V) communication in the Internet of Vehicles (IoV) leads to severe spectrum collisions and limited system capacity. Meanwhile, safety information transmission requires V2V communication with high transmission success rate. This paper proposes a spectrum...

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Xehetasun bibliografikoak

Egile Nagusiak:	Wenhong Yu, Xinran Yang, Shuo Yu
Formatua:	Artigo
Hizkuntza:	Inglês
Argitaratua:	Nature Portfolio 2026-05-01
Saila:	Scientific Reports
Gaiak:	Graph neural network(GNN) Reinforcement learning(RL) Resource allocation
Sarrera elektronikoa:	https://doi.org/10.1038/s41598-026-53488-2
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