IEEE Access · 2020 · 28 citations · 11 references
EngineeringUltra-reliable Low-latency CommunicationQuality-of-serviceQuadratic Optimization5G SystemSystems EngineeringReal-time CommunicationMulti-access NetworkComputer EngineeringLow LatencyEdge ComputingNetwork Traffic ControlUrllc ExistWireless NetworksUrllc Multi-user ServicesHeterogeneous NetworkSupport HarqRadio Access ProtocolCongestion Control
Ultra Reliable Low Latency Communication (URLLC) mode is a promising 5G technology for various real-time applications, such as, autonomous vehicles, augmented reality, and factory automation. Several papers on URLLC exist, however, most papers only focus on ways to achieve high reliability, and lack mathematical analysis of delay related to packet errors, retransmissions, and bandwidth. In this paper, a M/G/1 queuing model is applied to analyze the erroneous transmission recovery delay of URLLC multi-user services, and using this model the minimum required bandwidth is derived and applied into an adaptive control scheme. The proposed Pollaczek-Khinchine (P-K) formula based quadratic optimization (PFQO) scheme optimizes the bandwidth requirement by controlling the maximum retransmission parameter of the hybrid automatic repeated request (HARQ) mechanism in URLLC. Simulation results show the bandwidth saving effect of the proposed PFQO scheme based on various signal to interference plus noise ratios (SINRs) and packet length distributions.
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NR: The New 5G Radio Access Technology
Stefan Parkvall, Erik Dahlman, Anders Furuskär et al. · IEEE Communications Standards Magazine · 2017 · 618 citations
eMBB-URLLC Resource Slicing: A Risk-Sensitive Approach
Madyan Alsenwi, Nguyen H. Tran, Mehdi Bennis et al. · IEEE Communications Letters · 2019 · 224 citations · Full text