Jul 2026· International Conference on Computer Communications and Networks· pp. 1-6· 0 citations· 9 references
Abstract
The integration of Time-Sensitive Networking (TSN) and 5G is essential for deterministic industrial communication over mixed wired–wireless networks. In 3GPP TSN–5G integration, the 5G System (5GS) is modeled as a logical TSN bridge for Time-Aware Shaper (TAS) scheduling. However, Time Division Duplex (TDD) operation in 5GS introduces the transmission waiting time, and conventional bridge-delay-based scheduling must rely on conservative worst-case assumptions.In this paper, we analyze the periodic structure of TDD-induced waiting time and show that its worst-case value is determined by the TDD pattern, TSN flow period, and their phase offset. Based on this insight, we propose a phase-aware TAS scheduling method that derives a mapping between phase offsets and worst-case waiting times and incorporates it into E2E TAS scheduling. Simulations under multiple TSN flow periods and TDD patterns show that the proposed method consistently reduces worst-case waiting time compared with the conventional approach. Multiple flow evaluations also show that multiple TSN flows can be scheduled while satisfying E2E delay constraints under the evaluated configuration. This enables more flexible deployment of time-critical industrial IoT applications, including mobile robot control, motion control, and factory automation over mixed wired–wireless networks.
An improved strict-priority Deficit Round-Robin (SP-DRR) scheduling strategy is proposed and incorporates it into a unified moment generating function (MGF) analytical framework, referred to as SP-DRR-MGF, for probabilistic E2E delay analysis in 5G–TSN networks.
Xiaohuan Zhang, Jiancheng Qin, Yiqin Lu et al.· PeerJ Computer Science· 1 citation
Simulation results demonstrate that the proposed QoS-mapping-based no-wait latency-balanced joint scheduling (QMLB-JS) algorithm improves the end-to-end deterministic transmission capability of the integrated 5G-TSN network.
He Li, Shi-Hui Duan, Fangmin Xu et al.· IEEE Open Journal of the Com...· 0 citations
: Mobile edge services require deterministic communication across Time-Sensitive Networking (TSN) and 5G access, where the standardized integration architecture exposes the 5G System (5GS) to the TSN controller as a logical bridge. We study dynamic admission of time-triggered (TT) flows using reported 5GS bridge delay...
Zhi-Hao Liu, Yi Zhang, Wei Zhang et al.· Computers, Materials & C...· 0 citations
B-CUBE is proposed, a novel burst-aware 5G-TSN architecture that equips each industrial node with co-deployed TSN and 5G system bridges to enable wired, wireless, and dual-mode transmission, and designs a set of e-cient cross-domain mixed-flow scheduling algorithms.
Yi Xue, Jie Jia, Hao-Yang Mao et al.· Science China Information Sc...· 0 citations
Time-sensitive networking (TSN) has emerged as a foundational technology to ensure deterministic communication in industrial automation, automotive, and avionics systems. A persistent challenge in TSN is the joint planning of routing and scheduling for time-triggered (TT) flows, where sequential time-slot reservations...
Yinzhi Lu, Liu Yang, Xinyue Li et al.· IEEE Systems Journal· 0 citations
The nascTime framework on OMNeT++/Simu5G is used to evaluate how many TSN endpoints a single 5G NR cell can bridge before per-flow QoS degrades, showing that sub-3 ms TSN deadlines may require radio-configuration changes such as configured grants or higher numerology.
Mohamed A. M. Seliem, U. Roedig, C. Sreenan et al.· 0 citations
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