A thin film bulk acoustic resonator (FBAR) includes a first electrode stacked on a substrate over a cavity, a piezoelectric layer stacked on the first electrode, and a second electrode stacked on the piezoelectric layer. Multiple lateral features are formed on a surface of the second electrode, the lateral features including multiple stepped structures.