No, once installed your iHealth Edge runs completely independently.
You only need your smartphone when you want to synchronize the data.
*credit to Sylvain of iHealth Labs EU
https://helpcenter.ihealthlabs.eu/hc/en-gb/articles/212031665-iHealth-Edge-AM3S-Should-I-always-keep-my-smartphone-with-me-