ura-presence-reliability-campaign

To fix false room flips and camera misclassifications in presence detection, you need per-room camera policies that filter false positives caused by glare or reflections. This ensures accurate occupancy detection across your home automation system.

Presence detection systems show false vacancies during restarts due to boot storm scenarios. You mitigate this by implementing specific boot storm protocols that prevent false negative readings when system services or cloud integrations temporarily lose connectivity.

Fan noise residuals cause false occupancy readings because acoustic or vibration sensors misinterpret the ambient noise as human presence. You resolve this by applying noise filtering thresholds to distinguish fan noise residuals from actual occupancy signals.

Yes, you need URA v5.7.2 or higher to run the presence-fusion reliability check, along with access to system diagnostics and logs. This version requirement ensures the system has the necessary framework to process the reliability campaign scripts.

To improve occupancy detection accuracy during sleep hours, integrate bed sensors directly into your presence-fusion system. Adding bed sensors provides a dedicated physical verification layer that prevents false vacancy reports when users are inactive.