Residential College | false |
Status | 已發表Published |
Minimizing Age of Information in Nonorthogonal Random Access Networks | |
Yong Liu1,2; Lin X. Cai3; Qingchun Chen4; Han Zhang1; Fen Hou5; Tom H. Luan6 | |
2024-07-15 | |
Source Publication | IEEE Internet of Things Journal |
ISSN | 2327-4662 |
Volume | 11Issue:14Pages:24886-24902 |
Abstract | In this article, we aim to minimize the Age of Information (AoI) for a random access Internet of Things (IoT) network, where AoI is a metric to measure the freshness of information delivery. Since nonorthogonal multiple access (NOMA) can improve network throughput and connectivity, we exploit an AoI-oriented NOMA-based random access scheme, wherein devices simultaneously access wireless channel over multiple power levels with different access probabilities when their AoIs is not smaller than a threshold. We first study the comprehensive steady-state analysis of an AoI-independent NOMA-based random access scheme, which is a special case when the threshold is one. The AoI evolution is formulated as a Markov chain based on the analyzed transmission success probability, and the probabilities of AoI states and the achieved AoI under generate-at-will are derived. Then, an AoI minimization algorithm is proposed to optimize the power access probabilities. Concerning stochastic-arrival, the steady-state probabilities of devices’ active state, successful transmission, and the number of active devices are derived to analyze the expected AoI. Finally, the steady-state probabilities of AoI states and the achieved AoI of AoI-dependent NOMA-based scheme are obtained. Simulation results validate our analysis and demonstrate the significant performance improvement in terms of AoI. In specific, the proposed scheme can achieve AoI reduction by 65%, compared with random access without NOMA. |
Keyword | Age Of Information (Aoi) Nonorthogonal Multiple Access (Noma) Random Access Saturated/ Nonsaturated Traffic |
DOI | 10.1109/JIOT.2024.3388019 |
URL | View the original |
Indexed By | SCIE |
Language | 英語English |
WOS Research Area | Computer Science ; Engineering ; Telecommunications |
WOS Subject | Computer Science, Information Systems ; Engineering, Electrical & Electronic ; Telecommunications |
WOS ID | WOS:001271416600020 |
Publisher | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, NJ 08855-4141 |
Scopus ID | 2-s2.0-85190330549 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | Faculty of Science and Technology THE STATE KEY LABORATORY OF INTERNET OF THINGS FOR SMART CITY (UNIVERSITY OF MACAU) DEPARTMENT OF ELECTRICAL AND COMPUTER ENGINEERING |
Corresponding Author | Fen Hou |
Affiliation | 1.School of Electronics and Information Engineering, South China Normal University, Foshan, China 2.State Key Laboratory of IoT for Smart City, University of Macau, Macau, China 3.Department of Electrical and Computer Engineering, Illinois Institute of Technology, Chicago, IL, USA 4.School of Electronics and Communications Engineering, Guangzhou University, Guangzhou, China 5.State Key Laboratory of IoT for Smart City, the Department of Electrical and Computer Engineering, and the Guangdong–Hong Kong–Macau Joint Laboratory for Smart Cities, University of Macau, Macau, China 6.School of Cyber Science and Engineering, Xi’an Jiaotong University, Xi’an, China |
First Author Affilication | University of Macau |
Corresponding Author Affilication | University of Macau |
Recommended Citation GB/T 7714 | Yong Liu,Lin X. Cai,Qingchun Chen,et al. Minimizing Age of Information in Nonorthogonal Random Access Networks[J]. IEEE Internet of Things Journal, 2024, 11(14), 24886-24902. |
APA | Yong Liu., Lin X. Cai., Qingchun Chen., Han Zhang., Fen Hou., & Tom H. Luan (2024). Minimizing Age of Information in Nonorthogonal Random Access Networks. IEEE Internet of Things Journal, 11(14), 24886-24902. |
MLA | Yong Liu,et al."Minimizing Age of Information in Nonorthogonal Random Access Networks".IEEE Internet of Things Journal 11.14(2024):24886-24902. |
Files in This Item: | There are no files associated with this item. |
Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.
Edit Comment