DHCP address pool is exhausted (too many clients, overly long reservations)
DHCP server congested (is it the AP, a ZD, a 3rd party?)
AP restarting/crashing (check the logs)
poor L2 connectivity to DHCP server (check switch)
Faulty AP (swap with another)
There's more but that's a good start.