Structures and formation methods of a chip package are provided. The chip package includes a semiconductor die having a conductive element and a first protective layer surrounding the semiconductor die. The chip package also includes a second protective layer over the semiconductor die and the first protective layer. The chip package further includes an antenna element over the second protective layer. The antenna element is electrically connected to the conductive element of the semiconductor die.