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So since posting this question, one of the base local planners has been extended to incorporate the kinodynamic constraints associated with an ackermann drive vehicle. Check out

TEB_LOCAL_PLANNER

I have not managed to get it running too robustly but that may just be a problem with my configuration. Good luck

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