Turn commodity WiFi signals into real-time spatial intelligence
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HN · launched Jul 7, 2026 · 6 upvotes (top 71%) · 0 views
Niche: geospatial and transport tracking platforms · 50 launches, 7 in the last 7 days · Explore this niche →
Category and tags
- Analytics & BI
- B2B
- AI feature
- Commercial product
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More like this: all 50 launches in geospatial and transport tracking platforms →
Could you build this?
No Extracting spatial intelligence from commodity WiFi signals relies on deep RF signal processing, Channel State Information (CSI) firmware extraction, and specialized physics/ML models.
What it would actually take: Requires specialized hardware or modified network card firmware (e.g., ESP32, Intel 5300, Atheros) to extract raw Channel State Information (CSI) or fine timing measurements. Signal processing pipelines (Doppler shift analysis, Fresnel zone modeling, deep neural networks) must then be built to translate phase/amplitude perturbations into spatial tracking. This requires deep RF physics, DSP, and hardware firmware expertise.
Discussion
3 comments analyzed.
Competitors
Other products that read as similar to this one : 1962 launches clear the similarity bar, closest 8 shown.
Attention rank: #1390 of 1963 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 251 days after the earliest competitor.
- DrWalls · github · 2026-09-29 · 24 upvotes · similarity 0.60
- Kanopy - spatial intelligence for physical infrastructure · yc · 2026-11-03 · 7 upvotes · similarity 0.60
- A Highly Available Distributed Router for Global Realtime AI · hn · 2026-06-08 · 9 upvotes · similarity 0.59
- htop for the airwaves — a live 802.11 RF dashboard in your terminal · hn · 2026-05-29 · 10 upvotes · similarity 0.55
- satmux · github · 2026-11-07 · 1043 upvotes · similarity 0.55
- Qpro-Enhanced-FT-Wireless · github · 2026-09-24 · 72 upvotes · similarity 0.55
- Mezz, a curl-able WiFi sandbox for IoT pentesting · hn · 2026-05-15 · 40 upvotes · similarity 0.55
- sizeless - Spatial AI for underground infrastructure 🚧 · yc · 2026-09-10 · 29 upvotes · similarity 0.54
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