iCloud backup restore for iPhone failing! Help

Hello,

I have a 64GB iPhone 5. I am trying to restore an iCloud backup, but it fails after about 30 minutes. The backup is a little over 1 GB.

I read online that the problem is that when the iPhone is doing the restore the wifi will be turned off by the power saver after some time.

Any suggestions?

Thank you.