Acworth police Capt. Mark Cheatham tells The Atlanta Journal-Constitution that the accident happened around 8 p.m. Monday.
Investigators had not determined why the man was on the tracks, which run beside Main Street.
Few other details were immediately available, and the man's name was not released.
Information from: The Atlanta Journal-Constitution.
Copyright 2013 The Associated Press.