๐Ÿ‡ฎ๐Ÿ‡ณ Recent ยท India

Wayanad landslide watch โ€” Kerala, Jul 2024. 400+ affected. No hyper-local mesh.

DM pending

โฑ M4.2 seismic

Vellore region ยท awaiting approve

13:00 โ€“ 13:45

Rescue sensing

1 person detected ยท motion YES

92% confidence ยท 4 nodes

Data sources

USGS MET ESP

Open-Meteo ยท LAN ยท WiFi CSI

Detect, alert, and rescue all in one place!

Early warning for Indian communities, then offline WiFi CSI survivor sensing when networks fail.

The problem ยท India & Nepal

Recent disasters expose a deadly gap

South Asia faces earthquakes, landslides, and floods every year โ€” yet when disaster strikes, responders still cannot answer three basic questions: where are the survivors, how many are there, and are they still alive?

Why rescue teams lose precious hours

AURA closes this gap with affordable ESP32 sensing: early alerts before disaster, then WiFi CSI survivor detection after networks fail.

NDRF rescue workers at the Wayanad landslide site, Kerala, July 2024
Jul 2024 ยท Kerala

Wayanad landslides

400+ deaths in the Western Ghats. Roads cut, villages buried. Rescuers could not locate survivors under debris โ€” no hyper-local alert or through-wall sensing.

Mud and debris from the Sikkim glacial lake outburst flood, October 2023
Oct 2023 ยท Sikkim

Glacial lake outburst flood

Teesta River flash flood killed 40+. Remote valleys had no last-mile warning โ€” families did not know where to go or who was still trapped upstream.

Joshimath town built on a steep Himalayan slope, Uttarakhand
Jan 2023 ยท Uttarakhand

Joshimath land subsidence

600+ buildings cracked. Slow-motion disaster needed continuous monitoring of how many residents remained inside unsafe structures.

Residents stranded on rooftops during Chennai floods, December 2015
Dec 2023 ยท Tamil Nadu

Chennai & coastal floods

Cyclone Michaung submerged streets. No ward-level safe-house map โ€” people did not know which shelters had space or how many neighbours were stranded.

Villager amid rubble of collapsed stone homes after a Nepal earthquake
Nov 2023 ยท Nepal

Jajarkot earthquake

Magnitude 6.4 struck western Nepal โ€” 150+ killed. Remote hills had no village-level warning and no device to find people under collapsed stone homes.

Disaster photos via Wikimedia Commons (CC BY-SA / public domain).

Our solution

AURA โ€” Adaptive Urban Rescue & Alert Array

One alert node monitors hazards. Four rescue receivers + one transmitter sense survivors without internet.

>90%
Sensing accuracy
1
Alert node only
4+1
Rescue RX + TX
0
Internet for rescue

โš  Early warning

USGS + Open-Meteo โ†’ DM approves โ†’ LAN + webhook broadcast with safe-house map.

๐Ÿ“ก Rescue CSI

Motion, count, position, vitals on laptop via AURA_HUB hotspot โ€” no cloud needed.

๐Ÿ–ฅ Full dashboard

Simulation lab, alert feed, DM console โ€” demo-ready for judges in under 60 seconds.

USGS / Meteo
โ†’
1ร— Alert ESP32
โ†’
DM Console
โ†’
Broadcast
4ร— RX nodes
+
1ร— TX node
โ†’
CSI sensing
โ†’
Laptop UI
How it works

Two phases, one system

AURA combines early warning (before disaster) with rescue sensing (after networks fail). Here is how each part works.

Phase 1 โ€” Early warning & alert flow

The laptop (or one ESP32 alert node) watches your configured coordinates for earthquakes and severe weather.

USGS earthquakes
+
Open-Meteo weather
โ†’
Hazard detected
โ†’
DM queue
DM reviews & edits message
โ†’
Approve + safe zones
โ†’
LAN + webhook broadcast
โ†’
Public /alerts feed

Nothing goes public until a disaster manager approves it. You can change watch location on the Alerts or DM Console page.

Phase 2 โ€” Rescue sensing (WiFi CSI)

When cell towers fail, ESP32 nodes form a local mesh. WiFi probe packets bounce off human bodies; receivers measure CSI to find who, where, and vitals.

1ร— TX node
probes
air + survivors
โ†’
4ร— RX nodes
โ†’
Laptop DSP

Outputs: person count, XY position map, motion, respiration & heartbeat โ€” no internet required. Test with bundled act_105_48 in the simulation lab.

What CSI sensing detects

Channel State Information captures tiny changes in WiFi signals when a chest moves (breathing) or a limb shifts (motion). AURA fuses four receiver angles to estimate position inside a 10ร—10 m zone.

What the alert engine monitors

USGS global earthquake feed + Open-Meteo wind/precipitation for your watch coordinates. Thresholds in disaster_alert/config.yaml filter noise; only significant hazards enter the DM queue.

Try it without hardware

Simulation lab replays real WiMANS CSI + video. DM Console simulates an earthquake alert and broadcasts to the public feed.

Ready to try it?

No hardware required โ€” run the simulation lab and DM console on this laptop.

Try simulation Open DM Console View alert feed