HI Krish,
Take packet capture on the switch port where AP is connected or on the port where DHCP is reachable from the switch and look for the request and reply messages. it looks like DHCP reachable issue.
As a work around reset the pool created for AP management.
Please feel free to comeback if the issue is not resolved.