Multi-head deep Q-learning for continuous beamforming with selective MC-CDMA operation in V2X highway communications
Abstract This study investigates a large-scale dynamic Vehicle-to-Everything (V2X) communication network, in which multiple Roadside Units (RSUs) are deployed along highways to enable high-speed vehicular links. To ensure robust and adaptive performance under fast-varying conditions, we propose an i...
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| Main Authors: | Nguyen Huu Trung, Nguyen Thuy Anh, Fuqiang Liu |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2025-08-01
|
| Series: | Scientific Reports |
| Subjects: | |
| Online Access: | https://doi.org/10.1038/s41598-025-16016-2 |
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