Brown said he only confessed originally after detectives under Commander Jon Burge beat him with their fists and flashlights. Brown has spent 20 years in prison.
Under a new plea agreement, he will be sentenced to time served and may soon be released.
Prosecutors dropped murder charges against Brown in a second case.