Start by preparing your smoker according to the manufacturer's instructions.
Soak wood chips in water for at least 30 minutes.
Rub the pork chops with olive oil.
Mix paprika, garlic powder, onion powder, black pepper, salt, and cayenne pepper.
Coat the pork chops evenly with the spice mixture.
Preheat the smoker to 225°F (107°C).
Place the soaked wood chips in the smoker box or directly on the coals.
Put the pork chops on the smoker grill grates, spaced apart.
Smoke the chops for about 45 minutes or until internal temperature reaches 145°F (63°C).
Remove the chops and let them rest for 5-10 minutes before serving.