Age of Information of NOMA-Aided Grant-Free IoT Networks With Iterative Decoding

In this article, we investigate the age of information (AoI) of a wireless network employing an iterative decoding (ID) strategy with nonorthogonal multiple access (NOMA). The ID-NOMA protocol is based on the idea that packets successfully decoded at time slots inside the same frame may be employed to solve previous successive interference cancellation (SIC) collisions, contributing to enhancing the AoI of the system. To demonstrate the benefits of the proposed strategy, we compare ID-NOMA with orthogonal multiple access (OMA) and conventional NOMA. Numerical results show that the joint optimization of the number of slots per frame, transmit power, and transmission probability of each device per time slot are crucial to minimize the AoI. Furthermore, our results demonstrate that ID-NOMA outperforms OMA and conventional NOMA in terms of AoI in all scenarios considered, which demonstrates the benefits of the proposed protocol.

Authors

Institutions

Publication Details

Journal
IEEE Sensors Journal
Published
2024-10-11
DOI
https://doi.org/10.1109/jsen.2024.3474978
Citations
2
Primary Topic
Age of Information Optimization
Type
article
Field-Weighted Citation Impact
0.70

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Age of Information of NOMA-Aided Grant-Free IoT Networks With Iterative Decoding

Jamil Farhat, Glauber Brante, Richard Demo Souza, João Luiz Rebelatto
2 citations
IEEE Sensors Journal
Age of Information Optimization
0.70
article

Age of Information of NOMA-Aided Grant-Free IoT Networks With Iterative Decoding

Jamil Farhat, Glauber Brante, Richard Demo Souza, João Luiz Rebelatto
article en
2 citations

Abstract

In this article, we investigate the age of information (AoI) of a wireless network employing an iterative decoding (ID) strategy with nonorthogonal multiple access (NOMA). The ID-NOMA protocol is based on the idea that packets successfully decoded at time slots inside the same frame may be employed to solve previous successive interference cancellation (SIC) collisions, contributing to enhancing the AoI of the system. To demonstrate the benefits of the proposed strategy, we compare ID-NOMA with orthogonal multiple access (OMA) and conventional NOMA. Numerical results show that the joint optimization of the number of slots per frame, transmit power, and transmission probability of each device per time slot are crucial to minimize the AoI. Furthermore, our results demonstrate that ID-NOMA outperforms OMA and conventional NOMA in terms of AoI in all scenarios considered, which demonstrates the benefits of the proposed protocol.

IEEE Sensors JournalVol. 24(23)
Universidade Tecnológica Federal do Paraná (BR), Universidade Federal de Santa Catarina (BR)
Conselho Nacional de Desenvolvimento Científico e Tecnológico
Openalex Percentile: Top 27%
Age of Information Optimization
0.70
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.