A Solution !...

(see J.P. Laumond, P. Jacobs, M. Taix and R. Murray, "A Motion Planner for Nonholonomic Mobile Robots" in IEEE T. on Robotics and Automation, 10 (5), Oct. 1994)

... and if one pulls trailers ?...