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面向Wi-Fi 8启发的下行MU-MIMO的数据驱动无电池信道探测

Data-Driven Batteryless Channel Sounding for Wi-Fi 8-Inspired Downlink MU-MIMO

Muhan Zhang, Chuqi Zhang, Qitong Xu, Zhaoyu Liu, Liu Cao, Lyutianyang Zhang, Ming Gan

arXiv 2607.29288首次发表:更新:

AI 中文总结

本文针对带无电池被动覆盖层的Wi-Fi 8启发下行MU-MIMO系统,优化探测后传输间隔,经数据驱动搜索确定最优间隔,为可靠低功耗MU-MIMO WLAN提供设计指导。

AI 中文摘要

无电池覆盖层将被动吞吐量与Wi-Fi探测开销及信道状态信息(CSI)老化关联。本文研究受Wi-Fi 8/IEEE 802.11bn启发的下行多用户多输入多输出(MU-MIMO)系统中,带无电池被动覆盖层的超高可靠性(UHR)操作的信道探测。我们优化探测后传输间隔,以最大化主动Wi-Fi链路与被动链路的总吞吐量,同时综合考虑探测开销、CSI老化、调制与编码方案(MCS)、被动衰减及被动数据速率。采用数据包级跨层模型评估周期平均吞吐量,通过数据驱动搜索确定不同工作条件下的最优间隔。仿真表明,被动覆盖层改变了传统探测的权衡关系:根据MCS和被动链路配置,额外被动吞吐量可能或无法补偿相关Wi-Fi可靠性损失,导致最优间隔偏移。研究结果为可靠低功耗MU-MIMO无线局域网提供设计指导。

英文摘要

Batteryless overlays couple passive throughput to Wi-Fi sounding overhead and channel state information (CSI) aging. This paper investigates channel sounding for ultra-high reliability (UHR) operation in a Wi-Fi 8/IEEE 802.11bn-inspired downlink multi-user multiple-input multiple-output (MU-MIMO) system with a batteryless passive overlay. We optimize the post-sounding transmission interval to maximize the aggregate throughput of the active Wi-Fi and passive links, while jointly accounting for sounding overhead, CSI aging, modulation and coding scheme (MCS), passive attenuation, and passive data rate. A packet-level cross-layer model evaluates the cycle-average throughput, and a data-driven search identifies the optimal interval under different operating conditions. Simulations demonstrate that passive overlay reshapes the conventional sounding tradeoff: depending on the MCS and passive-link configuration, the additional passive throughput may or may not compensate for the associated Wi-Fi reliability loss, causing the optimal interval to shift. The results provide design guidance for reliable and low-power MU-MIMO WLANs.

CommentsThis work has been accepted to the 2026 IEEE/CIC International Conference on Communications in China (ICCC Workshops).6 pages,4 figures,conference paper

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