Rate Outage and Meta-Distribution for Uplink Networks in Finite Block-Length Regime

IEEE Transactions on Vehicular Technology(2023)

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摘要
With the expected proliferation of delay constrained applications, future communication technologies are pushed towards using short codes. The performance using short codes cannot be inferred through classical channel capacity analysis, which intrinsically assumes long codes and vanishing frame error rate (FER). This paper studies the performance of an uplink large-scale network in the finite blocklength regime. Bounds on the spatially averaged rate outage probability as well as the coding rate meta distribution are derived. The results reveal the exact achievable rate for a given blocklength and FER, and demonstrate the discrepancy between the actual network rate and idealistic classical channel capacity.
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关键词
Coding Rate Meta Distribution,Finite Blocklength Regime,Large-Scale Networks,Rate Outage Probability,Stochastic Geometry
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