Stability and Satisfaction Index Optimization for Beam Allocation in Mega LEO Constellation

Wenduo Pei,Ruijie Zhu, Jingbo Wei,Yudong Zhang,Wenchao Zhang,Chao Xi,Bo Yang

2023 Opto-Electronics and Communications Conference (OECC)（2023）

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摘要

We propose a D3QN-PER based approach to solve complex beam allocation problem in mega LEO satellite constellation. Simulation results show that this method can improve communication stability and user demand satisfaction rate.

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关键词

Mega LEO constellation,beam allocation,deep reinforcement learning

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