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Mean Field MARL Based Bandwidth Negotiation Method for Massive Devices Spectrum Sharing
[article]
2021
arXiv
pre-print
In this paper, a novel bandwidth negotiation mechanism is proposed for massive devices wireless spectrum sharing, in which individual device locally negotiates bandwidth usage with neighbor devices and globally optimal spectrum utilization is achieved through distributed decision-making. Since only sparse feedback is needed, the proposed mechanism can greatly reduce the signaling overhead. In order to solve the distributed optimization problem when massive devices coexist, mean field
arXiv:2104.15085v1
fatcat:we65dwuhxvfopfpuvgxofvc2oe