Can you restore deleted messages on iPhone 6 from iPad?
The only way to get your messages back on your iPhone is to restore your iPhone from a backup that predates when you deleted the messages.

Right now there is no option to include messages in iCloud backups. Starting with iOS 11, however, there will be. In iOS 11 beta 1, there's an option in Settings to enable full chat archive synchronization in iCloud.