Yes, you can do it. It sounds like you're mentally prepared, which is the hardest part, in my book.
I smoked for 30 years and quit cold turkey about 3 years ago. Like you, I didn't smoke inside any more and generally made it inconvenient enough so that smoking was a PITA.
You need to be more powerful than the cigs. They'll kill you.