As of this moment, there is no way to get it back.
[quote] Record Book gear can only be acquired once. We are working on a future fix to allow players to attain additional instances in case of accidental deletion.
[/quote]
Luckily, according to the newest hotfix, Bungie is working on a way to obtain them after an accidental deletion.