most citedComputing the Saturation Throughput for Heterogeneous p-CSMA in a General Wireless Network

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cs.LG2025

Learning Wireless Interference Patterns: Decoupled GNN for Throughput Prediction in Heterogeneous Multi-Hop p-CSMA Networks

Faezeh Dehghan Tarzjani, Bhaskar Krishnamachari

The p-persistent CSMA protocol is central to random-access MAC analysis, but predicting saturation throughput in heterogeneous multi-hop wireless networks remains a hard problem. S…