No, your smartphone does not need to be connected to the internet while tracking your sleep. It does require a Bluetooth® connection to pair your smartphone to the SleepScore Max. The phone must have 3G, 4G, or WiFi to receive notifications from the Sleep Guide and any future firmware updates.