Cognitum/Cardiac Arrhythmia v1.1.0
Cog active

Cardiac Arrhythmia Monitor

Detects irregular heartbeat, tachycardia, and bradycardia through micro-motion analysis of chest-wall movement captured via WiFi CSI. Real-time inference runs locally on ESP32-S3 seeds.

categoryHealth size28 KB difficultyHard hardwareESP32-S3 inputCSI micro-motion sourcecogs/cardiac-arrhythmia
Live · streaming
Mean heart rate
bpm · fleet avg
Arrhythmia events
7
+2 vs yesterday
Tachycardia
3
episodes · 24h
Bradycardia
1
episodes · 24h
ESP32-S3 seeds
— / —
online
Signal quality
94%
CSI SNR nominal
Clinic overview
fleet-wide aggregate · streaming at 100 Hz
live
Detection thresholds
model: micro-motion-v3 · 8-bit quant
Tachycardia >100 bpm
Bradycardia <50 bpm
Irregularity (RR var)≥ 12%
Min signal SNR−6 dB
Cog telemetry
Inference latency 14 ms
CSI sample rate 100 Hz
Model footprint 28 KB
CPU (avg) 17%
Uptime 3d 14h 22m
Last sync 12s ago

Recent events

Time Event Seed Subject Heart rate Confidence
Patient detail
select a patient · full CSI waveform
bpm
HRV (RMSSD)
PR interval
Rhythm class
Subject
Clinic · room
CSI · amplitude δ
chest-wall micro-motion detected R-peak baseline

Patients

Analytics

Clinic mean HR · live
rolling per-clinic average · 1 Hz
Events by type
tachycardia3
bradycardia1
arrhythmia_detected3
heart_rate428
Top seeds by events
seed-north-025
seed-east-013
seed-north-053
seed-south-022

Settings

Detection thresholds
applied fleet-wide to all ESP32-S3 seeds
100 bpm
50 bpm
12%
−6 dB
Notifications
Webhook URLhttps://hooks.cogs.local/cardiac
Slack channel#cardiac-alerts
Throttle1 alert / 30s / seed
Severity floorwarning
Model
Versionmicro-motion-v3
Quantizationint8
Footprint28 KB
Auto-updateenabled
Last deploy2d 4h ago