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ANFIS-Based Reactive Strategy for uRLLC and eMBB Traffic Multiplexing in 5G New Radio

机译:基于ANFIS的5G新无线电中uRLLC和eMBB流量复用的响应策略

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Ultra-reliable low-latency communications (uRRLC) and enhanced mobile broadband (eMBB) traffics are needed to be supported expeditiously in the emerging 5G networks. To achieve ultra-reliability as high as 1 - 10~(-7) in uRLLC, ongoing eMBB packets should be stopped instantly, which results in reduced quality of services (QoS) of eMBB services. This difficulty, known as co-existence problem, is a serious concern in 5G cellular networks and requires a proper mechanism to protect the ongoing services. This paper introduces ANFIS-based reactive strategy for a flexible frame structure that can provide high priority to the uRLLC traffic while ensuring the reliability to other eMBB traffic in the 5G cellular network scenario. Proposed flexible frame structure approach can be a possible solution to the coexistence problem by providing improved QoS for eMBB and reduced delay for uRLLC. The experimental results prove that the proposed approach contributes to the critical advancement for forecasting performance in accordance with the error analysis results.
机译:新兴的5G网络需要尽快支持超可靠的低延迟通信(uRRLC)和增强的移动宽带(eMBB)流量。为了在uRLLC中实现高达1 -10〜(-7)的超可靠性,应立即停止正在进行的eMBB数据包,这会导致eMBB服务的服务质量(QoS)下降。这种困难被称为共存问题,是5G蜂窝网络中的一个严重问题,它需要一种适当的机制来保护正在进行的服务。本文介绍了基于ANFIS的反应式策略,以实现灵活的帧结构,该结构可以为uRLLC流量提供高优先级,同时确保5G蜂窝网络场景中其他eMBB流量的可靠性。通过为eMBB提供改进的QoS和为uRLLC提供减少的延迟,建议的灵活帧结构方法可能是共存问题的一种可能解决方案。实验结果证明,该方法有助于根据误差分析结果对性能进行预测。

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