Once the sofa is unbolted from the floor so it can be moved out where you can get at the back, you’ll likely find that the back, like many furniture pieces I’ve dealt with, either unscrews from the base or has a semi-hidden release lever on either side that allows it to lift/slide up and off.
Joel