Stability region characterization of a two-user age of information restricted cognitive radio model
In this paper, we consider stability and latency analysis of a two-user cognitive radio network while considering Age of Information requirements imposed on the data transmissions of the users. We provide two different formulations. In the first formulation, our objective is to maximize the stable t...
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| Published in | Alexandria engineering journal Vol. 73; pp. 205 - 215 |
|---|---|
| Main Authors | , |
| Format | Journal Article |
| Language | English |
| Published |
Elsevier B.V
15.07.2023
Elsevier |
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| Abstract | In this paper, we consider stability and latency analysis of a two-user cognitive radio network while considering Age of Information requirements imposed on the data transmissions of the users. We provide two different formulations. In the first formulation, our objective is to maximize the stable throughput of the secondary user subject to Age of Information constraints imposed on the data transmission of the users. While, in the second formulation, we introduce a multi-objective programming approach that investigates the trade-off between the secondary user stable throughput and its Age of Information. Our numerical results characterize the effect of imposing different Age of Information restrictions on the stable throughput region of the network; we show that the stability region, in certain cases, is reduced by only 11% with strict Age of Information restrictions. Our results also investigate the trade-off between the secondary user throughput and the Age of information. Finally, our results show the potential accuracy of the algorithm adopted in this paper to solve the formulated non-linear optimization problems. |
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| AbstractList | In this paper, we consider stability and latency analysis of a two-user cognitive radio network while considering Age of Information requirements imposed on the data transmissions of the users. We provide two different formulations. In the first formulation, our objective is to maximize the stable throughput of the secondary user subject to Age of Information constraints imposed on the data transmission of the users. While, in the second formulation, we introduce a multi-objective programming approach that investigates the trade-off between the secondary user stable throughput and its Age of Information. Our numerical results characterize the effect of imposing different Age of Information restrictions on the stable throughput region of the network; we show that the stability region, in certain cases, is reduced by only 11% with strict Age of Information restrictions. Our results also investigate the trade-off between the secondary user throughput and the Age of information. Finally, our results show the potential accuracy of the algorithm adopted in this paper to solve the formulated non-linear optimization problems. |
| Author | Mohamed, Ali Gaber Gamal, Mahmoud |
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| CitedBy_id | crossref_primary_10_1016_j_adhoc_2025_103833 crossref_primary_10_3390_telecom5020021 crossref_primary_10_1007_s41870_024_01989_6 crossref_primary_10_1016_j_peva_2024_102407 |
| Cites_doi | 10.1007/s11276-011-0392-1 10.1109/SURV.2011.111510.00108 10.1109/TIT.2018.2871079 10.1561/1300000060 10.1109/TMC.2011.155 10.1007/978-3-319-24540-9_10 10.1109/TCCN.2017.2749232 10.1109/TWC.2013.012413.121009 10.1109/SURV.2009.090109 10.1109/GlobalSIP45357.2019.8969400 10.1109/JIOT.2019.2948888 10.1017/S0305004100036781 10.1109/ACCESS.2020.2964565 10.1109/TWC.2011.050511.101292 10.1109/JIOT.2019.2937334 10.1109/COMST.2015.2452414 10.1109/WCL.2012.071612.120304 10.1109/MCOM.2011.5723803 10.1109/ACCESS.2019.2953496 10.1109/MNET.001.1900287 10.1007/978-3-030-25748-4_14 10.1049/iet-com.2010.0537 10.1109/TWC.2020.3019056 10.1109/TWC.2010.01.090374 10.1109/TSP.2008.2007928 10.1109/BlackSeaCom.2013.6623416 |
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| Keywords | Throughput Age of information Multi-objective programming Sequential quadratic programming Cognitive radio |
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| Snippet | In this paper, we consider stability and latency analysis of a two-user cognitive radio network while considering Age of Information requirements imposed on... |
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| SubjectTerms | Age of information Cognitive radio Multi-objective programming Sequential quadratic programming Throughput |
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| Title | Stability region characterization of a two-user age of information restricted cognitive radio model |
| URI | https://dx.doi.org/10.1016/j.aej.2023.04.015 https://doaj.org/article/b91757b0cb3b49c890bb60655d832a2e |
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