Private First Class Palmer was a member of the 21st Infantry Regiment, 24th Infantry Division. He was listed as Missing in Action while fighting the enemy in South Korea on April 26, 1951. He was presumed dead on December 31, 1953. His remains were not recovered. His name is inscribed on the Courts of the Missing at the Honolulu Memorial.
