<p>➀ Wi-Fi Sensing利用现有无线信号(如Wi-Fi)进行室内活动和位置跟踪,无需安装摄像头或可穿戴设备,解决了隐私问题。</p><p>➁ 通过分析通道状态信息(CSI),该技术能够检测运动、识别活动并实现定位,其性能依赖于深度学习模型,但模型参数量大导致部署困难。</p><p>➂ 文章介绍了通过量化和剪枝技术压缩模型的方法,成功将模型部署到边缘设备(如Raspberry Pi 4),显著提升了推理速度。</p>
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