Iphone 6 plus IMEI vanished

I have recentally bought an iphone 6 plus. It was working fine untill yesterday when suddenly its network signals vanished. When I checked it Settings the imei number was not there. I tried to restore my iphone to check if it resolves the issue but its now stuck on the activation screen and is not activating. My phone was not locked on Icloud Please help me it would