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Published at November 26

A "Breathing" Mobile Communication Network

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Released Date: November 26, 2024

Authors: Chao Ge¹, Ge Chen², Zhipeng Jiang³

Aff.: ¹Department of Electronic Engineering, Tsinghua University, Beijing; ²Key Laboratory of Systems and Control, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing; ³School of Mathematical Sciences, University of Chinese Academy of Sciences, Beijing

Arxiv: http://arxiv.org/abs/2411.17290v1

	Computational Cost ¹	Theoretical Analysis	Interpre -tability²	Scalabi -lity ³
Zone-based mobility load balancing [16]	Uncertain	Yes	White-box	- ⁴
DRL-based mobility load balancing[17]	High	Yes	Black-box	High
RL-based CIO optimization[18]	High	No	Black-box	-
DRL-based CIO and energy control[19]	High	No	Black-box	-
RL-based CIO and power optimization[20]	High	No	Black-box	-
Adaptive mobility load balancing[21]	Low	No	White-box	-
DRL-based CIO optimization[22]	High	No	Black-box	-
Our work	Low	Yes	White-box	High