Rate Outage and Meta-Distribution for Uplink Networks in Finite Block-Length Regime
Abstract: 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.
- Y. Polyanskiy, H. V. Poor, and S. Verdú, “Channel coding rate in the finite blocklength regime,” IEEE Trans. Inf. Theory, vol. 56, no. 5, pp. 2307–2359, 2010.
- W. Yang, G. Durisi, T. Koch, and Y. Polyanskiy, “Block-fading channels at finite blocklength,” in Int. Symp. Wireless Commun. Syst., 2013, pp. 1–4.
- H. ElSawy and E. Hossain, “On stochastic geometry modeling of cellular uplink transmission with truncated channel inversion power control,” IEEE Trans. Wireless Commun., vol. 13, no. 8, pp. 4454–4469, 2014.
- S. Singh, X. Zhang, and J. G. Andrews, “Joint rate and SINR coverage analysis for decoupled uplink-downlink biased cell associations in HetNets,” IEEE Trans. Wireless Commun., vol. 14, no. 10, pp. 5360–5373, 2015.
- H. ElSawy and M.-S. Alouini, “On the meta distribution of coverage probability in uplink cellular networks,” IEEE Commun. Lett., vol. 21, no. 7, pp. 1625–1628, 2017.
- Y. Wang, M. Haenggi, and Z. Tan, “The meta distribution of the SIR for cellular networks with power control,” IEEE Trans. Commun., vol. 66, no. 4, pp. 1745–1757, 2018.
- N. Hesham, A. Chaaban, H. ElSawy, and J. Hossain, “Finite blocklength regime performance of downlink large scale networks,” IEEE Transactions on Wireless Communications, pp. 1–1, 2023.
- Y. Xie, P. Ren, and D. Xu, “On the uplink transmission performance of URLLC with interference channel,” in IEEE Annu. Int. Symp. Personal Indoor Mobile Radio Commun., 2020, pp. 1–6.
- J. G. Andrews, F. Baccelli, and R. K. Ganti, “A tractable approach to coverage and rate in cellular networks,” IEEE Trans. Commun., vol. 59, no. 11, pp. 3122–3134, 2011.
Paper Prompts
Sign up for free to create and run prompts on this paper using GPT-5.
Top Community Prompts
Collections
Sign up for free to add this paper to one or more collections.