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Probabilistic Density Evolution Analysis of IRSA
Conference paper

Probabilistic Density Evolution Analysis of IRSA

Jin Wei Liu, Po-Ning Chen, 欣霖 謝 and Yu-Chih Huang
International Symposium on Information Theory and Its Applications (ISITA 2024)
11/2024

Abstract

Satellites;Interference cancellation;Simulation;Probabilistic logic;Error correction codes;Iterative methods;Information theory

In this paper, by considering the effect of error correcting codes in addition to collision resolution, a novel probabilistic density-evolution analysis of the irregular repetition slotted ALOHA (IRSA) is proposed. Simulation results confirm that the proposed extension analysis can accurately recover the efficiency of the iterative successive interference cancellation (iSIC) scheme for a satellite Internet-of-Things (IoT) system endowed with an error correcting code, and therefore can be used to determine the corresponding optimal degree distributions.

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