Finally got a solution for the whatsapp notification problem after many months......
I am using Samsung Galaxy J7.
Friends, follow the path:
Settings->Data Usage->Select Whatsapp-> And make sure Restrict background data is unchecked.
I did the same. It worked for me.
Hope it will work for u tooooo.