5G Routing Interfered Environment

arxiv(2022)

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摘要
5G is the next-generation cellular network technology, with the goal of meeting the critical demand for bandwidth required to accommodate a high density of users. It employs flexible architectures to accommodate the high density \cite{7390965}. 5G is enabled by mmWave communication, which operates at frequencies ranging from 30 to 300 GHz. This paper discusses the creation of a python-based environment known as the 5G Routing Interfered Environment (5GRIE). The environment can run different algorithms to route packets with source and destination pairs using a formulated interference model. Deep Reinforcement Learning algorithms that use Stable-Baselines 3 \cite{Raffin_Stable_Baselines3_2020}, as well as heuristic-based algorithms like random or greedy, can be run on it. Profitable is an algorithm that is provided.
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