Sounds as if the plugs and sensors are failing or dirty. Do you do long or short journeys?
First instance try some full diesel injection fuel system cleaner, see if that at least helps the exhaust. Also, try seeing if your manual tells you about a DPF choice, or Google what you need to do to engage it.