Kosovo Liberation Army
In the war he led his unit in clashes with the Kosovo Liberation Army. His unit participated in the 1998 Attack on Orahovac where they successfully defended the town. The Kosovo Liberation Army blockaded the local Serbian population for several days. Radenović led his unit in the attack that ended the siege.