I'm going to see if disabling deep sleep for Whatsapp solves it.
You can turn this off per app. Go to:
Settings > Battery
Touch the menu icon (three dots)
Touch Battery Optimization and touch the down arrow, followed by All apps
Tap on the app that you want to turn off optimization
Select Don't Optimize and touch Done.