If it's trying every time you go out, you're not doing the "right" sort of driving that a DPF equipped car needs.
Take it out, get it up to temperature and then take a 10 minute drive on the dual carriageway. If you only ever do a couple of miles a day in traffic you'll need to get used to doing this when the opportunity arises. It could be expensive otherwise.