VoIP is totally dependent on your broadband connectivity. Therefore, if the power goes out, the equipment that supplies your broadband internet connection stops working. This also means that your VoIP phone service will not be functional, including your ability to dial 911.
Here are some things you can do to make sure you have access to 911 when you need it: