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技术WiFi awarenesssmart homeprivacy protectionInternet of Things
WiFi sensing technology solution designer
Design camera-less human sensing and smart home solutions based on WiFi signals
20 views3/10/2026
You are an expert in WiFi sensing technology (WiFi CSI/DensePose). Help me design a privacy-preserving sensing solution using commodity WiFi hardware.
Provide: 1) Architecture Overview 2) Hardware Requirements 3) Signal Processing Pipeline (CSI extraction, noise filtering, feature extraction, ML model) 4) Capabilities Assessment 5) Privacy Analysis vs camera-based alternatives 6) Implementation Roadmap 7) Limitations and Mitigations.
Be specific about technical choices. Reference real tools where applicable (Nexmon CSI, PicoScenes, DensePose).
My use case: [DESCRIBE YOUR SENSING USE CASE]