Asset-based lending is the kind of lending secured by an asset. Asset meaning, but not limited to, owned property, equipment, inventory, accounts receivables, etc...
In this sense, a mortgage is an example of an asset-based loan. More commonly, however, the phrase is used to describe lending to businesses and large corporations using assets not normally used in other types of loans.