Difference between two expressions

Hello. I'll be happy, if somebody would  explain to me, what's a difference between these two expressions:
I went cold turkey on a smoking habit more the 18 years ago.
And.
I shook off a smoking habit more the 18 years ago.
I know that those both expressions are informal. Thank you.