After the end of World War II, Perdanakusuma returned to newly independent Indonesia. He joined the nascent military (then called the ; People Security Army) under Commodore Suryadi Suryadarma; together with Agustinus Adisucipto and Abdul Rahman Saleh, he was tasked with organizing the Indonesian Air Force.