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Kinematic state estimation and motion planning for stochastic nonholonomic systems using the exponential map

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A nonholonomic system subjected to external noise from the environment, or internal noise in its own actuators, will evolve in a stochastic manner described by an ensemble of trajectories. This ensemble of trajectories is equivalent to the solution of a Fokker... ...