Development and experimental validation of an improved pressure-sinkage model for small-wheeled vehicles on dilative, deformable terrain

Abstract This paper presents a novel pressure-sinkage model for small-wheeled vehicles operating on dilative, deformable soils. Dilative soils, such as sand and Martian regolith, undergo negligible compaction during deformation. The proposed model takes both wheel diameter and width into account and is established using results from over 120 pressure-sinkage tests on two soils and 35 wheel geometries. The model builds on the authors’ previously established diameter dependent pressure-sinkage relationship, which has been shown to be more accurate for small wheels than classical models. X-ray images of the sub-surface strain field during soil indentation are used to visually validate the model. Using this model, an improved terramechanics framework is developed, which is subsequently implemented in an A∗ path planning algorithm. The algorithm determines the optimal route for an unmanned ground vehicle based on distance, energy consumption, and mobility. Field tests performed using a four-wheeled experimental UGV on moist, sandy terrain validate the modified terramechanics framework and its usefulness in field operations.

[1]  Matthew Spenko,et al.  Simulation and experimental validation of a modified terramechanics model for small-wheeled vehicles , 2014 .

[2]  Steven Dubowsky,et al.  Visual wheel sinkage measurement for planetary rover mobility characterization , 2006, Auton. Robots.

[3]  W. David Carrier TRAFFICABILITY OF LUNAR MICROROVERS (Part 1) , 1994 .

[4]  A. R. Reece Principles of Soil-Vehicle Mechanics , 1965 .

[5]  Cang Ye,et al.  Computer vision based wheel sinkage detection for robotic lunar exploration tasks , 2010, 2010 IEEE International Conference on Mechatronics and Automation.

[6]  石上 玄也,et al.  Terramechanics-based analysis and control for lunar/planetary exploration robots , 2008 .

[7]  A. R. Reece,et al.  Prediction of rigid wheel performance based on the analysis of soil-wheel stresses , 1967 .

[8]  K. Iagnemma,et al.  Terramechanics Modeling of Mars Surface Exploration Rovers for Simulation and Parameter Estimation , 2011 .

[9]  Matthew Spenko,et al.  A modified pressure–sinkage model for small, rigid wheels on deformable terrains , 2011 .

[10]  Nils J. Nilsson,et al.  A Formal Basis for the Heuristic Determination of Minimum Cost Paths , 1968, IEEE Trans. Syst. Sci. Cybern..

[11]  Randel A. Lindemann,et al.  Mars Exploration Rover mobility assembly design, test and performance , 2005, 2005 IEEE International Conference on Systems, Man and Cybernetics.

[12]  L. Richter,et al.  Analysis, Design and Test of Wheels for a 4 kg-class Mobile Device for the Surface of Mars , 2002 .

[13]  Galal A. Ali,et al.  Determination of soil parameters using plate test , 1982 .

[14]  Giuseppe Oriolo,et al.  Feedback control of a nonholonomic car-like robot , 1998 .

[15]  Matthew Spenko,et al.  An empirical study of the terramechanics of small unmanned ground vehicles , 2010, 2010 IEEE Aerospace Conference.

[16]  Chakravarthini M. Saaj,et al.  A Comparative Study of the Deformation of Planetary Soils Under Tracked and Legged Rovers , 2008 .

[17]  Matthew Spenko,et al.  A pressure-sinkage model for small-diameter wheels on compactive, deformable terrain , 2013 .

[18]  Matthew Spenko,et al.  TOWARD ESTABLISHING A COMPREHENSIVE PRESSURE-SINKAGE MODEL FOR SMALL DIAMETER WHEELS ON DEFORMABLE TERRAINS , 2011 .

[19]  Modest Lyasko,et al.  Slip sinkage effect in soil-vehicle mechanics. , 2010 .

[20]  Matthew Spenko,et al.  Comprehensive pressure-sinkage model for small-wheeled unmanned ground vehicles on dilative, deformable terrain , 2012, 2012 IEEE International Conference on Robotics and Automation.

[21]  Jo Yung Wong,et al.  Theory of ground vehicles , 1978 .