Besides, experimental studies have supported the use of graphene for spintronics due to attractive advantages in spin transport measurements compared to metals and semiconductors. For instance, graphene presents favorable physical characteristics at room temperature , such as longer spin lifetimes, larger spin signal, and longer spin diffusion lengths than copper, aluminum, silver, and highly doped silicon . On the other side, spin-injection and spin-transport in graphene are crucial for designing new magnetic devices, especially if it is considered the strongly diamagnetic behavior as pristine nanosheets. However, cooperative magnetic ordering can be introduced to graphene as a result of vacancy defects, incorporation of light adatoms (hydrogen and fluoride), incorporation of heavy adatoms, substitutional doping using light or heavy atoms, molecular doping, and coupling to a ferromagnetic substrate. Thus, the induction of magnetic moment in graphene is a prominent goal toward developing spin logic devices .