Clustered Mean-Field Hard-Core Model with Non-Homogeneous Clusters.

2023 21st International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt)(2023)

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摘要
This paper addresses modeling and analysis of interference in wireless networks. We present a novel clustered mean-field hard-core model with non-homogeneous clusters. We develop a theory for throughput equalization in this model which can serve as a distributed strategy for throughput equalization. We also present stability analysis of the throughput equalization strategy. This work recovers several previously known results as special cases. We present results of Monte-Carlo simulations to evaluate the proposed strategy in mean-field networks.
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关键词
Wireless interference,Belief propagation,Mean-field method
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