I believe WhatsApp needs the mobile app to connect to WhatsApp’s servers at least once every two weeks.

I think your best bet would be getting the cheapest phone you can find that will run a recent WhatsApp version, and then just leaving that at home connected to the internet. You could then use any WhatsApp web client (the website, some app, a matrix bridge, …) to actually use WhatsApp on the go.