Not working if php filter filters out all results from the "first page"

I face the problem that if the php filter filters out all results from the "first page" the infinite scroll is not searching for more results. To make the infinite scroll start working there has to be at least one result on the "first page". Can someone confirm this?

As a short-term solution I increased the "Items per page" from 6 to 15.