In accordance with a first aspect of the present disclosure, an antenna unit is provided, comprising: an integrated circuit package containing an integrated circuit die and an antenna structure coupled to the integrated circuit die; a dielectric layer separated from the integrated circuit package, wherein the dielectric layer is placed at a predefined distance above an upper surface of the integrated circuit package. In accordance with a second aspect of the present disclosure, a corresponding method of producing an antenna unit is conceived.