Can that be setup on a phone?

I imagine in a situation like Iran, carrying a backpack full of WiFi gear to stay connected to the meshnet is a red flag.

Establishing a bunch of base stations is likely to raise red flags too.

It's pretty trivial for a nation-state that is jamming GPS to go around and jam WiFi or analyze WiFi spectrum for a meshnet operating in and around a protest area.