We introduce four kinds of convolutions of aggregation functions defined on and study their properties, including their mutual relationships and connections to super-additive, sub-additive, and k-bounded transformations of aggregation functions. We also discuss convolutions of aggregation functions defined on the unit cube and the extended space .