Inherited from Old Galician-Portuguese gẽolho, with metathesis, from Late Latin genuculum, alteration of Latin geniculum, diminutive of genū (“knee”), ultimately from Proto-Indo-European *ǵónu. Compare Galician xeonllo.
Practice speaking and memorizing "joelho" and many other words and sentences in Portuguese.