Will my previously paired Home RTX units reconnect if one is disconnected from power?

Yes. If you own two previously paired Home RTX units, as long as one of them remains plugged in, they should reconnect with each other when both have power and both units are turned on. If, however, both units are unplugged, they will need to be re-paired.