Configuring RADIUS authentication on Cisco ISE for management access is pretty simple and takes just few minutes.
Login to ISE as administrator, and go to Administration -> External Identity Sources -> Radius Token. Add a new source:
Go now to Administration -> Admin Access -> Admin Users and add all administrator as external user:
Remember to set at least one admin group.