Hopping on Spectrum: Measuring and Boosting a Large-scale Dual-band Wireless Network

Haibo Wang, Tao Gao, Weizhen Dang, Jing’an Xue, Jiahao Cao, Fenghua Li, Jilong Wang
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Abstract

In recent years, more and more wireless networks support both 2.4GHz and 5GHz bands. However, in large-scale dual-band wireless networks, lack of understanding on the behavior and performance makes the network diagnosis and optimization extremely challenging. In this paper, we conduct a comprehensive measurement to characterize the behavior and performance in a large-scale dual-band wireless network (TD WLAN). We make several meaningful observations. (1) Although the 5GHz band outperforms the 2.4GHz band, 60% of devices tend to be associated with the 2.4GHz band. The device association behavior has a large impact on the performance. (2) Rogue and non-WiFi devices are prevalent, wherein hidden terminal interference increases the average loss rate by 8%, carrier sense interference increases the average WiFi latency by 45%, and RF interference further aggravates both packet loss and channel contention. (3) The dynamic channel assignment strategy is not always effective. On this basis, we propose a novel and easy-to-implement strategy to improve the wireless performance by intelligent band navigation and heuristic channel optimization. The actual deployment in TD WLAN shows the packet loss reduces by 40% on average and the WiFi latency for more than 60% of devices is below 5ms.
频谱上的跳跃:测量和推进大规模双频无线网络
近年来,越来越多的无线网络同时支持2.4GHz和5GHz频段。然而,在大规模双频无线网络中,由于缺乏对网络行为和性能的认识,使得网络的诊断和优化工作极具挑战性。在本文中,我们进行了全面的测量,以表征大规模双频无线网络(TD WLAN)的行为和性能。我们做了一些有意义的观察。(1) 5GHz频段虽然优于2.4GHz频段,但60%的设备倾向于与2.4GHz频段关联。设备关联行为对性能影响较大。(2)恶意和非WiFi设备普遍存在,其中隐性终端干扰使平均丢包率增加8%,载波感知干扰使平均WiFi延迟增加45%,射频干扰进一步加剧丢包和信道争用。(3)动态信道分配策略并不总是有效的。在此基础上,我们提出了一种新颖且易于实现的策略,通过智能频段导航和启发式信道优化来提高无线性能。在TD WLAN中的实际部署表明,丢包率平均降低了40%,超过60%的设备的WiFi延迟低于5ms。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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