The APs are programmed to use DHCP if you didn't assign them static IPs, so they might "ask" for their previous addresses, but would accept any offered.
Short answer, should be no impact, don't even bother to turn them off. APs will still offer Wireless service locally, but users won't be able to get to Internet until new Router (reboots and) provides the outbound interface.