论文标题
防护梁:通过频段内的早期阻塞预测来保护MMWave通信
Guard Beam: Protecting mmWave Communication through In-Band Early Blockage Prediction
论文作者
论文摘要
人体阻塞是动态环境中MMWave通信网络的主要挑战之一。人体的阴影会导致大量接收的功率降解,并可能突然和经常发生。考虑到MMWave通信中使用的巨大带宽,一百毫秒的阴影时期可能会中断通信并导致大量数据丢失。更长的阴影期可能会导致长期链接中断。因此,必须采用阻塞预测机制来检测MMWAVE链接附近的移动阻滞剂。通过尽早检测潜在的阻塞,用户设备可以通过在阴影发生之前建立新的连接并使用替代基站进行替代基础站进行预期。本文通过利用额外的防护梁来保护主通信梁,提出了一种早期移动阻滞剂检测机制。防护梁旨在通过扩展基站的视野来感知环境。可以通过观察受到接收的信号波动来提早检测到阻塞,这是由于阻滞剂在视野中的存在而导致的。我们为前阴影事件提供了一个通道模型,为防护梁设计了一种移动阻滞检测算法,并根据测量活动使用我们的MMWave测试台根据测量活动来评估防护束的性能。我们的结果表明,防护梁可以扩展检测范围,并在阴影发生之前预测360毫秒。
Human blockage is one of the main challenges for mmWave communication networks in dynamic environments. The shadowing by a human body results in significant received power degradation and could occur abruptly and frequently. A shadowing period of hundred milliseconds might interrupt the communication and cause significant data loss, considering the huge bandwidth utilized in mmWave communications. An even longer shadowing period might cause a long-duration link outage. Therefore, a blockage prediction mechanism has to be taken to detect the moving blocker within the vicinity of mmWave links. By detecting the potential blockage as early as possible, a user equipment can anticipate by establishing a new connection and performing beam training with an alternative base station before shadowing happens. This paper proposes an early moving blocker detection mechanism by leveraging an extra guard beam to protect the main communication beam. The guard beam is intended to sense the environment by expanding the field of view of a base station. The blockage can be detected early by observing received signal fluctuation resulting from the blocker's presence within the field of view. We derive a channel model for the pre-shadowing event, design a moving blockage detection algorithm for the guard beam, and evaluate the performance of the guard beam theoretically and experimentally based on the measurement campaign using our mmWave testbed. Our results demonstrate that the guard beam can extend the detection range and predict the blockage up to 360 ms before the shadowing occurs.