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When the connection drops out, did you notice any changes with the light status of the modem/router?
Do you have a computer or any devices connected via LAN/Ethernet? If yes, do you experience the dropout as well?
If only WiFi devices are affected, then signal interference may be causing the issue.
We've created some articles that may help you improve your home WiFi network.
Let us know how it goes.