I have a brand new Note 4, that I have not activated, so it can't use Mobile Data. I noticed that the 4GLTE icon is always lit up and the little arrows show activity when I am downloading and uploading (to Google Drive, for example).
So, clearly something is messed up with the Mobile Data icon...