my domain is too expensive so i want to move website from site1.com to site1.site2.com
simply not renew domain, but use it as subdomain of my other domain..

How to do this without ranking loose? When domain is lost and backlinks pointing to it, there is no way to let google remember that they should credit links to my other domain?