Probabilistic Density Evolution Analysis of IRSA

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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Published
2024-11-10
DOI
https://doi.org/10.23919/isita60732.2024.10858221
Primary Topic
Underwater Acoustics Research
Type
article
Field-Weighted Citation Impact
0.00

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article

Probabilistic Density Evolution Analysis of IRSA

Po‐Ning Chen, Shin-Lin Shieh, Yu-Chih Huang, Jinwei Liu
Underwater Acoustics Research
article

Probabilistic Density Evolution Analysis of IRSA

Po‐Ning Chen, Shin-Lin Shieh, Yu-Chih Huang, Jinwei Liu
article en

Abstract

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.

National Yang Ming Chiao Tung University (TW), National Taipei University (TW)
Ministry of Science and Technology
Openalex Percentile: Top 74%
Underwater Acoustics Research
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