This decreases the work function of the functionalized metal nanoparticles and results in electron transfer to the graphene. However, noble metal-functionalized graphene sensors are expensive and they have selectively responded to few gases such as hydrogen, thus small metal oxide quantum dots (QDs) are used to decorate the graphene to improve the gas sensing performance.