面向 WiFi 的前向兼容集成传感与通信技术

Yinghui He;Jianwei Liu;Mo Li;Guanding Yu;Jinsong Han
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摘要

鉴于基于 WiFi 的传感可通过重复使用 WiFi 通信设施和频段来实现,集成传感和通信(ISAC)成为未来 WiFi 标准(如 IEEE 802.11bf)的一个重要方向。传统的 WiFi 传感系统从独占的 WiFi 数据包中提取信道状态信息(CSI),以量化传感目标的特征。这给原本为通信目的而设计的现有 WiFi 系统带来了挑战,因为它需要高质量和充分的 CSI 测量。在本文中,我们提出了 SenCom,作为实现前向兼容 ISAC 解决方案的一步。SenCom 可从一般 WiFi 数据包中提取 CSI,实现不同 WiFi 通信模式下的 CSI 校准,并为上层传感应用提供高质量的 CSI 测量。此外,还开发了拟合重采样方案和激励策略。前者是为了获得具有一致维度的均匀采样 CSI,后者是为了保证随着时间的推移获得足够的 CSI 测量值。我们建立了 SenCom 的原型,并进行了 15 人参与的广泛实验。结果表明,SenCom 能够胜任各种传感任务,同时对 WiFi 通信性能的影响最小。
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Forward-Compatible Integrated Sensing and Communication for WiFi
Given the fact that WiFi-based sensing can be realized through the reuse of WiFi communication facilities and frequency bands, integrated sensing and communication (ISAC) emerges as a pivotal direction for future WiFi standards, such as IEEE 802.11bf. Traditional WiFi sensing systems extract channel state information (CSI) from exclusive WiFi packets to quantify the characteristics of the sensing target. This poses challenges for existing WiFi systems originally designed for communication purposes, as it demands high-quality and sufficient CSI measurements. In this paper, we propose SenCom as a step towards forward-compatible ISAC solution. SenCom extracts CSI from general WiFi packets, enabling CSI calibration across different WiFi communication modes and delivering quality CSI measurements for upper-layer sensing applications. A fitting-resampling scheme and an incentive strategy are also developed. The former one is to obtain evenly sampled CSI with consistent dimensionality and the latter one is to guarantee sufficient CSI measurements over time. We build a prototype of SenCom and conduct extensive experiments involving 15 participants. The results show that SenCom’s competence for a variety of sensing tasks while making minimal compromises to WiFi communication performance.
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Table of Contents IEEE Open Access Publishing Guest Editorial Positioning and Sensing Over Wireless Networks—Part II TechRxiv: Share Your Preprint Research With the World! IEEE Journal on Selected Areas in Communications Publication Information
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