Achieving Increased Mobility and Autonomy for Ground Vehicles Over Rough Terrain

Abstract : We summarize some recent results on modeling and control of ground vehicles navigating in high-speed over rough terrain. We start with the modeling of expert race (rally) driving techniques, and we then propose a new graph-search method to bridge the gap between the path-planning and trajectory generation layers in the motion planning control hierarchy. The latter result is of independent theoretical interest, as it can be applied to any graph search problem when transitions between the nodes of the graph depend on the prior history of the path.

[1]  E. Feron,et al.  Real-time motion planning for agile autonomous vehicles , 2000, Proceedings of the 2001 American Control Conference. (Cat. No.01CH37148).

[2]  Sergey Bereg,et al.  Curvature-bounded traversals of narrow corridors , 2005, Symposium on Computational Geometry.

[3]  Efstathios Bakolas,et al.  Multiresolution Path Planning Via Sector Decompositions Compatible to On-Board Sensor Data , 2008 .

[4]  Jean-Claude Latombe,et al.  Robot motion planning , 1970, The Kluwer international series in engineering and computer science.

[5]  Efstathios Bakolas,et al.  A hierarchical on-line path planning scheme using wavelets , 2007, 2007 European Control Conference (ECC).

[6]  Jean-Claude Latombe,et al.  Randomized Kinodynamic Motion Planning with Moving Obstacles , 2002, Int. J. Robotics Res..

[7]  Efstathios Velenis,et al.  Optimality Properties and Driver Input Parameterization for Trail-braking Cornering , 2008, Eur. J. Control.

[8]  Carlos Canudas-de-Wit,et al.  Dynamic tyre friction models for combined longitudinal and lateral vehicle motion , 2005 .

[9]  P. Tsiotras,et al.  Minimum-Time Travel for a Vehicle with Acceleration Limits: Theoretical Analysis and Receding-Horizon Implementation , 2008 .

[10]  Efstathios Velenis,et al.  Modeling aggressive maneuvers on loose surfaces: The cases of Trail-Braking and Pendulum-Turn , 2007, 2007 European Control Conference (ECC).

[11]  P. Tsiotras,et al.  Aggressive maneuvers on loose surfaces: Data analysis and input parametrization , 2007, 2007 Mediterranean Conference on Control & Automation.

[12]  S. LaValle,et al.  Randomized Kinodynamic Planning , 2001 .

[13]  Steven M. LaValle,et al.  Planning algorithms , 2006 .

[14]  Denis Jenkinson The Racing Driver: The Theory and Practice of Fast Driving , 1959 .

[15]  Carlos Canudas-de-Wit,et al.  Dynamic Friction Models for Road/Tire Longitudinal Interaction , 2003 .

[16]  Hans B. Pacejka,et al.  Tyre Modelling for Use in Vehicle Dynamics Studies , 1987 .

[17]  P. Tsiotras,et al.  Multiresolution path planning with wavelets: A local replanning approach , 2008, 2008 American Control Conference.

[18]  Panagiotis Tsiotras,et al.  Beyond Quadtrees: Cell Decomposition for Path Planning using the Wavelet Transform , 2007 .

[19]  P. Tsiotras,et al.  A LuGre tire friction model with exact aggregate dynamics , 2004, Proceedings of the 2004 American Control Conference.