In a small bowl, combine the spice rub: smoked paprika through cayenne. Rub mixture onto both sides of the pork chops.
Grill pork for 7-9 minutes per side, turning once, or until internal temperature reaches 140 degrees or higher. Total cooking time will vary based on thickness of chops.