Mobility management in cellular networks, especially the handover (HO) process, plays a key role in providing seamless and ubiquitous Internet access. The wide-scale deployment of 5G and the resulting co-existence of 4G/5G in the past six years have significantly changed the landscape of all mobile network operators and made the HO process much more complex than before. While several recent works have studied the impact of HOs on user experience, why and how HOs occur and how HO configurations affect performance in 5G operational networks remains largely unknown. Through four cross-country driving trips across the US spread out over a 27-month period, we conduct an in-depth measurement study of HO configurations across all three major US operators. Our study reveals (a) new types of HOs and new HO events used by operators to handle these new types of HOs, (b) overly aggressive HO configurations that result in unnecessarily high signaling overhead, (c) large diversity in HO configuration parameter values, which also differ across operators, but significantly lower diversity in 5G compared to LTE, and (d) sub-optimal HO configurations/decisions leading to poor pre- or post-HO performance. Our findings have many implications for mobile operators, as they keep fine-tuning their 5G HO configurations.
翻译:蜂窝网络中的移动性管理,尤其是切换过程,在提供无缝且无处不在的互联网接入方面起着关键作用。过去六年中,5G的大规模部署以及由此产生的4G/5G共存,显著改变了所有移动网络运营商的格局,并使切换过程比以往更加复杂。尽管最近的一些研究探讨了切换对用户体验的影响,但切换为何发生、如何发生,以及切换配置在5G运营网络中如何影响性能,在很大程度上仍不明确。通过在美国进行的四次跨国驾驶行程,时间跨度达27个月,我们对美国三大运营商的切换配置进行了深入的测量研究。我们的研究揭示了:(a) 运营商为处理新型切换而采用的新型切换类型和新切换事件;(b) 过于激进的切换配置导致不必要的高信令开销;(c) 切换配置参数值的巨大多样性,这些值在不同运营商间也存在差异,但与LTE相比,5G中的多样性显著降低;(d) 次优的切换配置/决策导致切换前或切换后性能不佳。我们的发现对移动运营商具有多方面启示,因为他们正持续优化其5G切换配置。