Cooperative Multi-Agent Deep Reinforcement Learning for Resource Management in Full Flexible VHTS Systems
IEEE Transactions on Cognitive Communications and Networking(2022)
摘要
Very high throughput satellite (VHTS) systems are expected to have a huge increase in traffic demand in the near future. Nevertheless, this increase will not be uniform over the entire service area due to the non-uniform distribution of users and changes in traffic demand during the day. This problem is addressed by using flexible payload architectures, which allow the allocation of payload resour...
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关键词
Resource management,Payloads,Bandwidth,Satellite broadcasting,Reinforcement learning,Satellites,Color
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