There is no other identifiable information a router can get out of a device without authentication
See p.1702 and use of carrier frequency offset (CFO) for fingerprinting, this paper discusses other methods and auth of AP/devices too; https://www.cs.ucr.edu/~zhiyunq/pub/infocom18_wireless_finge... .