Fighting covers all hand-to-hand (melee) attacks, whether it's with fists, axes, laser swords, or martial arts. The TN to hit an opponent is his Parry (2 plus half his Fighting). See Chapter Three for the combat rules and numerous maneuvers your warrior might attempt.
Savage Worlds Deluxe Edition p. 25