Resilient Health Monitoring
summary
System claims clinical-grade vital sampling with field results: BLE connection reliability improves from 92.4% → 99.7%, mesh routing sustains links at signal levels down to -95 dBm, and power engineering drops idle draw from 4.2 mA → 0.88 mA extending runtime 18–26%. OTA updates shrink payloads >80% and achieve 92.2% first-attempt success; bandwidth prioritization delivers life‑critical metrics, ML flags deterioration ~30 minutes earlier, and error budgets target 99.99% / 99.999% for overall and alert delivery.
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chapters (11)
- 0:00Introduction to Resilient Health Monitoring
- 1:19Challenges in Disaster Zones
- 2:51Innovations in BLE Connection Resilience
- 4:33Power Optimization Breakthroughs
- 6:33OTA Updates in Constrained Networks
- 8:20Distributed Observability
- 9:44Error Budgeting for Critical Care
- 11:14Healthcare Specific SLIs and SLOs
- 12:51Graceful Degradation Patterns
- 14:33Real World Impact
- 15:56Key Takeaways and Conclusion
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