{"title":"蜂窝物联网中关键任务和eMBB服务平衡共存的非正交介质接入选择自适应用户配对","authors":"Farnaz Khodakhah;Aamir Mahmood;Patrik Österberg;Mikael Gidlund","doi":"10.1109/OJCOMS.2025.3578727","DOIUrl":null,"url":null,"abstract":"This paper investigates adaptive user pairing (UP) under different non-orthogonal medium access choices in 5G-and-beyond cellular IoT networks to balance the uplink performance of mission-critical (MC) and enhanced mobile broadband (eMBB) services. Our objective is to enhance eMBB rates while ensuring quality of service (QoS) for MC users, assessed through average age of information (AoI) and peak AoI (PAoI) violation probabilities. By deriving a signal-to-noise ratio (SNR) gap threshold between a pair of eMBB and MC users, we identify optimal access scheme—puncturing, non-orthogonal multiple access (NOMA), or rate-splitting multiple access (RSMA)—with respect to activation probability <inline-formula> <tex-math>$(p_{m})$ </tex-math></inline-formula> and cellular network radius. By using this derived threshold, we design an adaptive pairing algorithm that achieves near-optimal QoS for MC users and maximizes eMBB data rates. To realize different spatial associations among users in the cell, the proposed pairing strategy for eMBB and MC services is evaluated for three user distributions around the base station: concave (eMBB users concentrated near the BS), uniform (evenly spread eMBB and MC users), and convex (MC users concentrated near the BS). The extensive numerical analysis of the proposed solution demonstrates significant performance gains over random and traditional NOMA-based pairings, especially under concave scenarios. In concave distributions, our strategy reduces MC users’ QoS outage by 85% at <inline-formula> <tex-math>$p_{m} = 0.1$ </tex-math></inline-formula>, achieving zero outage for <inline-formula> <tex-math>$p_{m} \\geq 0.3$ </tex-math></inline-formula>. Uniform and convex distributions confirm method robustness, maintaining low or zero outage probabilities across all <inline-formula> <tex-math>$p_{m}$ </tex-math></inline-formula> values. We also analyzed the impact of network radius and MC user activation probabilities on access scheme selection. Results show that RSMA generally outperforms other multiple access schemes in terms of eMBB rate, but NOMA exhibits superior performance compared to RSMA and puncturing in larger networks.","PeriodicalId":33803,"journal":{"name":"IEEE Open Journal of the Communications Society","volume":"6 ","pages":"5414-5433"},"PeriodicalIF":6.3000,"publicationDate":"2025-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=11036787","citationCount":"0","resultStr":"{\"title\":\"Adaptive User Pairing With Non-Orthogonal Medium Access Choices for Balanced Coexistence of Mission-Critical and eMBB Services in Cellular IoT\",\"authors\":\"Farnaz Khodakhah;Aamir Mahmood;Patrik Österberg;Mikael Gidlund\",\"doi\":\"10.1109/OJCOMS.2025.3578727\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper investigates adaptive user pairing (UP) under different non-orthogonal medium access choices in 5G-and-beyond cellular IoT networks to balance the uplink performance of mission-critical (MC) and enhanced mobile broadband (eMBB) services. Our objective is to enhance eMBB rates while ensuring quality of service (QoS) for MC users, assessed through average age of information (AoI) and peak AoI (PAoI) violation probabilities. By deriving a signal-to-noise ratio (SNR) gap threshold between a pair of eMBB and MC users, we identify optimal access scheme—puncturing, non-orthogonal multiple access (NOMA), or rate-splitting multiple access (RSMA)—with respect to activation probability <inline-formula> <tex-math>$(p_{m})$ </tex-math></inline-formula> and cellular network radius. By using this derived threshold, we design an adaptive pairing algorithm that achieves near-optimal QoS for MC users and maximizes eMBB data rates. To realize different spatial associations among users in the cell, the proposed pairing strategy for eMBB and MC services is evaluated for three user distributions around the base station: concave (eMBB users concentrated near the BS), uniform (evenly spread eMBB and MC users), and convex (MC users concentrated near the BS). The extensive numerical analysis of the proposed solution demonstrates significant performance gains over random and traditional NOMA-based pairings, especially under concave scenarios. In concave distributions, our strategy reduces MC users’ QoS outage by 85% at <inline-formula> <tex-math>$p_{m} = 0.1$ </tex-math></inline-formula>, achieving zero outage for <inline-formula> <tex-math>$p_{m} \\\\geq 0.3$ </tex-math></inline-formula>. Uniform and convex distributions confirm method robustness, maintaining low or zero outage probabilities across all <inline-formula> <tex-math>$p_{m}$ </tex-math></inline-formula> values. 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引用次数: 0
摘要
本文研究了5g及以上蜂窝物联网网络中不同非正交介质接入选择下的自适应用户配对(UP),以平衡关键任务(MC)和增强型移动宽带(eMBB)服务的上行性能。我们的目标是提高eMBB率,同时确保MC用户的服务质量(QoS),通过平均信息年龄(AoI)和峰值AoI (PAoI)违规概率进行评估。通过推导一对eMBB和MC用户之间的信噪比(SNR)间隙阈值,我们根据激活概率$(p_{m})$和蜂窝网络半径确定了最佳接入方案——穿透、非正交多址(NOMA)或速率分割多址(RSMA)。通过使用该导出的阈值,我们设计了一种自适应配对算法,为MC用户实现了近乎最优的QoS,并最大化了eMBB数据速率。为了实现小区内用户的不同空间关联,对基站周围三种用户分布进行了评价:凹型(eMBB用户集中在基站附近)、均匀型(eMBB和MC用户均匀分布)和凸型(MC用户集中在基站附近)。对所提出的解决方案的广泛数值分析表明,与随机和传统的基于noma的配对相比,该解决方案的性能有了显著提高,特别是在凹场景下。在凹分布中,我们的策略将MC用户的QoS中断减少了85%% at $p_{m} = 0.1$ , achieving zero outage for $p_{m} \geq 0.3$ . Uniform and convex distributions confirm method robustness, maintaining low or zero outage probabilities across all $p_{m}$ values. We also analyzed the impact of network radius and MC user activation probabilities on access scheme selection. Results show that RSMA generally outperforms other multiple access schemes in terms of eMBB rate, but NOMA exhibits superior performance compared to RSMA and puncturing in larger networks.
Adaptive User Pairing With Non-Orthogonal Medium Access Choices for Balanced Coexistence of Mission-Critical and eMBB Services in Cellular IoT
This paper investigates adaptive user pairing (UP) under different non-orthogonal medium access choices in 5G-and-beyond cellular IoT networks to balance the uplink performance of mission-critical (MC) and enhanced mobile broadband (eMBB) services. Our objective is to enhance eMBB rates while ensuring quality of service (QoS) for MC users, assessed through average age of information (AoI) and peak AoI (PAoI) violation probabilities. By deriving a signal-to-noise ratio (SNR) gap threshold between a pair of eMBB and MC users, we identify optimal access scheme—puncturing, non-orthogonal multiple access (NOMA), or rate-splitting multiple access (RSMA)—with respect to activation probability $(p_{m})$ and cellular network radius. By using this derived threshold, we design an adaptive pairing algorithm that achieves near-optimal QoS for MC users and maximizes eMBB data rates. To realize different spatial associations among users in the cell, the proposed pairing strategy for eMBB and MC services is evaluated for three user distributions around the base station: concave (eMBB users concentrated near the BS), uniform (evenly spread eMBB and MC users), and convex (MC users concentrated near the BS). The extensive numerical analysis of the proposed solution demonstrates significant performance gains over random and traditional NOMA-based pairings, especially under concave scenarios. In concave distributions, our strategy reduces MC users’ QoS outage by 85% at $p_{m} = 0.1$ , achieving zero outage for $p_{m} \geq 0.3$ . Uniform and convex distributions confirm method robustness, maintaining low or zero outage probabilities across all $p_{m}$ values. We also analyzed the impact of network radius and MC user activation probabilities on access scheme selection. Results show that RSMA generally outperforms other multiple access schemes in terms of eMBB rate, but NOMA exhibits superior performance compared to RSMA and puncturing in larger networks.
期刊介绍:
The IEEE Open Journal of the Communications Society (OJ-COMS) is an open access, all-electronic journal that publishes original high-quality manuscripts on advances in the state of the art of telecommunications systems and networks. The papers in IEEE OJ-COMS are included in Scopus. Submissions reporting new theoretical findings (including novel methods, concepts, and studies) and practical contributions (including experiments and development of prototypes) are welcome. Additionally, survey and tutorial articles are considered. The IEEE OJCOMS received its debut impact factor of 7.9 according to the Journal Citation Reports (JCR) 2023.
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