Robust microelectromechanical systems (MEMS) sensors and related manufacturing techniques are described. Disclosed MEMS membranes and backplate structures facilitate manufacturing robust MEMS microphones. Exemplary MEMS membranes and backplate structures can comprise edge pattern holes having a length to width ratio greater than one and/or configured in a radial arrangement. Disclosed implementations can facilitate providing robust MEMS membranes and backplate structures, having edge pattern holes with a profile resembling at least one of an oval, an egg, an ellipse, a droplet, a cone, or a capsule or similar suitable configurations according to disclosed embodiments.