A semiconductor device includes a substrate; a first barrier layer containing AlN, over the substrate; a channel layer containing BGaN, over the first barrier layer; and a second barrier layer containing AlN, over the channel layer. A difference between a first lattice constant of the channel layer and a second lattice constant of the first barrier layer is less than or equal to 1.55% of the second lattice constant.