Be very careful about cold migration this will effectively convert your RDM to VMDK during the process, see here for more details VMware KB: Migrating virtual machines with Raw Device Mappings (RDMs)
I would suggest performing storage vmotion and selecting the Advanced setting and selecting appropriate destinate datastore. This will ensure you are moving the configuration files (.vmx) to required destination datatstore.
vfk