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)
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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