mmAlert: mmWave Link Blockage Prediction via Passive Sensing

IF 4.6 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Chao Yu;Yifei Sun;Yan Luo;Rui Wang
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引用次数: 1

Abstract

In this letter, the mmAlert system, predicting millimeter wave (mmWave) link blockage during data communication, is elaborated and demonstrated. The passive sensing method is adopted for mobile blocker detection, where two receive beams with separated radio frequency (RF) chains are equipped at the data communication receiver. One receive beam is aligned to the direction of line-of-sight (LoS) path, and the other one periodically sweeps the region close to the LoS path. By comparing the signals received by the above two beams, the Doppler frequencies of the signal scattered from the mobile blocker can be detected. Furthermore, by tracking the Doppler frequencies and the angle-of-arrivals (AoAs) of the scattered signals, the trajectory of the mobile blocker can be estimated, such that the potential link blockage can be predicted by assuming consistent mobile velocity. It is demonstrated via experiments that the mmAlert system can always detect the motions of the walking person close to the LoS path, and predict 90% of the LoS blockage with sensing time of 1.4 seconds.
mmAlert:毫米波链路阻塞预测通过被动感知
在这封信中,mmAlert系统,预测毫米波(mmWave)链路阻塞在数据通信中,被阐述和演示。移动拦截器检测采用无源传感方法,在数据通信接收机上设置两个分离射频链的接收波束。一个接收波束对准视距路径方向,另一个接收波束周期性扫掠视距路径附近的区域。通过比较上述两束接收到的信号,可以检测出从移动阻挡器散射的信号的多普勒频率。此外,通过跟踪散射信号的多普勒频率和到达角(AoAs),可以估计移动阻塞器的轨迹,从而可以通过假设一致的移动速度来预测潜在的链路阻塞。实验证明,mmAlert系统能够始终检测到靠近目视路径的行走者的运动,并以1.4秒的感知时间预测90%的目视阻塞。
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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来源期刊
IEEE Wireless Communications Letters
IEEE Wireless Communications Letters Engineering-Electrical and Electronic Engineering
CiteScore
12.30
自引率
6.30%
发文量
481
期刊介绍: IEEE Wireless Communications Letters publishes short papers in a rapid publication cycle on advances in the state-of-the-art of wireless communications. Both theoretical contributions (including new techniques, concepts, and analyses) and practical contributions (including system experiments and prototypes, and new applications) are encouraged. This journal focuses on the physical layer and the link layer of wireless communication systems.
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