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Learning to reallocate: MAPPO-based spectrum and power optimization for UAV–UGV clusters with dynamic reconfiguration | Synapse
March 3, 2026
Learning to reallocate: MAPPO-based spectrum and power optimization for UAV–UGV clusters with dynamic reconfiguration
WW
Wei Wang
National University of Defense Technology
PH
Panfeng He
National University of Defense Technology
BW
Boyu Wan
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Key Points
Improved power allocation leads to better efficiency in UAV and UGV clusters, maximizing performance.
The analysis utilized MAPPO algorithms to optimize spectrum and power for effective resource management.
Assessment using UAV-UGV clustering techniques highlights the potential for dynamic reconfiguration in operations.
These findings may enable more efficient utilization of resources in autonomous vehicle applications.
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Wang et al. (Tue,) studied this question.
synapsesocial.com/papers/69a75b45c6e9836116a224d6
https://doi.org/https://doi.org/10.1016/j.comcom.2026.108434