Ming-hu WU, Bo JIN, Nan ZHAO, Ru WANG. Spectrum Resourse Management Method of V2X based on Deep Reinforcement Learning[J]. Study On Optical Communications, 2023, 49(3): 71
- Study On Optical Communications
- Vol. 49, Issue 3, 71 (2023)
Fig. 1. V2X communication system model of single V2V link
Fig. 2. The model diagram of Dueling-DQN algorithm
Fig. 3. The efficiency of V2I linkη1 on different transmission load K
Fig. 4. The efficiency of V2V linkη2 on different transmission load K
Fig. 5. The efficiency of V2X communication networkη3 on different transmission load K
Fig. 6. The V2I link efficiency η1 of three algorithms at different speeds
Fig. 7. The V2V link efficiency η2 of three algorithms at different speeds
Fig. 8. The V2X communication network efficiency η3 of three algorithms at different speeds
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Table 1. Vehicle environment simulation parameters
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Table 2. Channel model parameters of V2I link and V2V link
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Table 3. The hyperparameters of Dueling-DQN
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