Does Arthropods have a rigid outer covering called mantle?

No, the rigid outer covering of arthropods is usually called the exoskeleton. In Biology the mantle is a major anatomical component of a different phylum - molluscs, the tissue which contains the internal organs and in many molluscs responsible for secreting the mineralized outer shell.