Observable dynamics and coordinate systems for vehicle tracking

Details Observable dynamics and coordinate systems for vehicle tracking Observable dynamics and coordinate systems for vehicle tracking

2010-05-17

arxiv.org/abs/1005.3004v1

Proceedings of the IEEE Intelligent Vehicles Symposium (2009) 741-746

Computer Science

Robotics

6 pages, 3 figures

Scientific paper

We investigate several coordinate systems and dynamical vector fields for target tracking to be used in driver assistance systems. We show how to express the discrete dynamics of maneuvering target vehicles in arbitrary coordinates starting from the target's and the own (ego) vehicle's assumed dynamical model in global coordinates. We clarify the notion of "ego compensation" and show how non-inertial effects are to be included when using a body-fixed coordinate system for target tracking. We finally compare the tracking error of different combinations of target tracking coordinates and dynamical vector fields for simulated data.

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