autoerotic asphyxiation
I've read that oxygen deprivation can enhance the "experience," but with his neck in a noose? How did he plan to get down? I guess if he was good at envisioning the consequences of his actions, he wouldn't have been in prison in the first place. But, I still think "accidental" is a stretch.