barton was from oakleigh park in north london. from 1927 to 1940, he served in the royal navy and fleet air arm, serving as a midshipman for three years on , and . in july 1940, he transferred to the royal air force, where he was commissioned as a pilot officer. he took part in the battle of britain and was awarded the distinguished flying cross (dfc).