This research estimates the minimum preview time needed to prevent untripped wheel lift events by analyzing simple maneuvers that are idealizations of a human driver's response in collision avoidance situations. To predict a vehicle's future rollover propensity, the zero-moment point (ZMP) metric is applied to projected vehicle trajectories. Comparing different amounts of preview, the results show that short-range predictions, ranging from 0.1 s to 0.7 s, are sufficient to prevent nearly all dynamics-induced rollovers in typical highway curves. These results are useful to determine the minimum preview horizons, with respect to rollover, that may be necessary for more advanced vehicle control methods, such as model predictive control (MPC).
Issue Section:
Research Papers
References
1.
Department of Transportation
, 2009
, “2009 Traffic Safety Facts—Final Report
,” U.S. Department of Transportation: National Highway Traffic Safety Board, Report No. DOT HS 811 402.2.
MacAdam
, C. C.
, 1981
, “Application of an Optimal Preview Control for Simulation of Closed-Loop Automobile Driving
,” IEEE Trans. Syst. Man Cybern.
, 11
(6
), pp. 393
–399
.10.1109/TSMC.1981.43087053.
Mammar
, S.
, Glaser
, S.
, and Netto
, M.
, 2006
, “Time to Line Crossing for Lane Departure Avoidance: A Theoretical Study and an Experimental Setting
,” IEEE Trans. Intell. Transp. Syst.
, 7
(2
), pp. 226
–241
.10.1109/TITS.2006.8747074.
Sattel
, T.
, and Brandt
, T.
, 2008
, “From Robotics to Automotive: Lane-Keeping and Collision Avoidance Based on Elastic Bands
,” Veh. Syst. Dyn.
, 46
(7
), pp. 597
–619
.10.1080/004231107015434525.
Gray
, A.
, Gao
, Y.
, Hedrick
, J. K.
, and Borrelli
, F.
, 2013
, “Robust Predictive Control for Semi-Autonomous Vehicles With an Uncertain Driver Model
,” IEEE
Intelligent Vehicles Symposium, Gold Coast, June 23–26, pp. 208
–213
.10.1109/IVS.2013.66294726.
Gray
, A.
, Ali
, M.
, Gao
, Y.
, Hedrick
, J. K.
, and Borrelli
, F.
, 2012
, “Integrated Threat Assessment and Control Design for Roadway Departure Avoidance
,” 15th International IEEE Conference on Intelligent Transportation Systems
(ITSC
), Anchorage, AK, Sep. 16–19, pp. 1714
–1719
.10.1109/ITSC.2012.63387817.
Anderson
, S. J.
, Peters
, S. C.
, Pilutti
, T. E.
, and Iagnemma
, K.
, 2010
, “An Optimal-Control-Based Framework for Trajectory Planning, Threat Assessment, and Semi-Autonomous Control of Passenger Vehicles in Hazard Avoidance Scenarios
,” Int. J. Veh. Auton. Syst.
, 8
(2
), pp. 190
–216
.10.1504/IJVAS.2010.0357968.
Falcone
, P.
, Tufo
, M.
, Borrelli
, F.
, Asgari
, J.
, and Tseng
, H. E.
, 2007
, “A Linear Time Varying Model Predictive Control Approach to the Integrated Vehicle Dynamics Control Problem in Autonomous Systems
,” 46th IEEE
Conference on Decision and Control
, New Orleans, LA, Dec. 12–14, pp. 2980
–2985
.10.1109/CDC.2007.44341379.
Falcone
, P.
, Borrelli
, F.
, Asgari
, J.
, Tseng
, H.
, and Hrovat
, D.
, 2007
, “Predictive Active Steering Control for Autonomous Vehicle Systems
,” IEEE Trans. Control Syst. Technol.
, 15
(3
), pp. 566
–580
.10.1109/TCST.2007.89465310.
Keviczky
, T.
, Falcone
, P.
, Borrelli
, F.
, Asgari
, J.
, and Hrovat
, D.
, 2006
, “Predictive Control Approach to Autonomous Vehicle Steering
,” American Control Conference
, Minneapolis, MN, June 14–16, pp. 4670
–4675
.10.1109/ACC.2006.165745811.
Brandt
, T.
, Sattel
, T.
, and Bohm
, M.
, 2007
, “Combining Haptic Human–Machine Interaction With Predictive Path Planning for Lane-Keeping and Collision Avoidance Systems
,” IEEE Intelligent Vehicles Symposium
, pp. 582
–587
.12.
Chen
, B. C.
, and Peng
, H.
, 2001
, “Differential-Braking-Based Rollover Prevention for Sport Utility Vehicle With Human-in-the-Loop
,” Veh. Syst. Dyn.
, 36
(4–5
), pp. 359
–389
.10.1076/vesd.36.4.359.354613.
Chen
, B. C.
, and Peng
, H.
, 2005
, “Rollover Warning for Articulated Heavy Vehicles Based on a Time-to-Rollover Metric
,” ASME J. Dyn. Syst. Meas. Control
, 127
(3
), pp. 406
–414
.10.1115/1.198834014.
Yu
, H.
, Guvenc
, L.
, and Ozguner
, U.
, 2008
, “Heavy Duty Vehicle Rollover Detection and Active Roll Control
,” Veh. Syst. Dyn.
, 46
(6
), pp. 451
–470
.10.1080/0042311070147752915.
Schofield
, B.
, and Hagglund
, T.
, 2008
, “Optimal Control Allocation in Vehicle Dynamics Control for Rollover Mitigation
,” American Control Conference
, Seattle, WA, June 11–13, pp. 3231
–3236
.10.1109/ACC.2008.458699016.
Carlson
, C. R.
, and Gerdes
, J. C.
, 2003
, “Optimal Rollover Prevention With Steer by Wire and Differential Braking
,” 2003 ASME
Paper No. IMECE2003-41825.10.1115/IMECE2003-4182517.
Transportation Research Board
, 2002
, The National Highway Traffic and Safety Administrations Rating System for Rollover Resistance
, National Academy Press
, Washington, DC
.18.
Dukkipati
, R. V.
, Pang
, J.
, Qatu
, M. S.
, Sheng
, G.
, and Shuguang
, Z.
, 2008
, Road Vehicle Dynamics
, Society of Automotive Engineers
, Warrendale, PA
.10.4271/R-36619.
Ervin
, R. D.
, and Guy
, Y.
, 1986
, “The Influence of Weights and Dimensions on the Stability and Control of Heavy-Duty Trucks in Canada Volume I
,” The University of Michigan Transportation Research Institute, Ann Arbor, MI, Technical Report No. UMTRI-86-35/I.20.
Peters
, S. C.
, and Iagnemma
, K.
, 2009
, “Stability Measurement of High-Speed Vehicles
,” Veh. Syst. Dyn.
, 47
(6
), pp. 701
–720
.10.1080/0042311080234463621.
Ryu
, J.
, and Gerdes
, J. C.
, 2004
, “Integrating Inertial Sensors With GPS for Vehicle Dynamics Control
,” ASME J. Dyn. Syst. Meas. Control
, 126
(2
), pp. 243
–254
.10.1115/1.176602622.
Lapapong
, S.
, and Brennan
, S.
, 2010
, “Terrain-Aware Rollover Prediction for Ground Vehicles Using the Zero-Moment Point Method
,” American Control Conference
, Baltimore, MD, June 30–July 2, pp. 1501
–1507
.10.1109/ACC.2010.553127023.
Lapapong
, S.
, Brown
, A. A.
, and Brennan
, S. N.
, 2010
, “Experimental Validation of Terrain-Aware Rollover Prediction for Ground Vehicles Using the Zero-Moment Point Method
,” 10th International Symposium on Advanced Vehicle Control (AVEC2010)
, Vol. 2
, Longsborough, UK, pp. 1233
–1237
.24.
Lapapong
, S.
, 2010
, “Vehicle Rollover Prediction for Banked Surfaces
,” Ph.D. dissertation, The Pennsylvania State University, University Park, PA.25.
Lapapong
, S.
, and Brennan
, S.
, 2011
, “A Novel Comparative Approach to Evaluate Vehicle Rollover Propensity
,” 2011 IAVSD
, Manchester, UK.26.
Lapapong
, S.
, Brown
, A.
, Swanson
, K.
, and Brennan
, S.
, 2012
, “Zero-Moment Point Determination of Worst Case Maneuvers Leading to Vehicle Wheel Lift
,” Veh. Syst. Dyn.
, 50
(Suppl. 1
), pp. 191
–214
.10.1080/00423114.2012.67665227.
Sardain
, P.
, and Bessonnet
, G.
, 2004
, “Forces Acting on a Biped Robot. Center of Pressure—Zero Moment Point
,” IEEE Trans. Syst. Man Cybern. A
, 34
(5
), pp. 630
–637
.10.1109/TSMCA.2004.83281128.
Vukobratovic
, M.
, and Juricic
, D.
, 1968
, “Contribution to the Synthesis of Biped Gait
,” Proceedings of IFAC Symposium on Technical and Biological Problem on Control
, Erevan, USSR, pp. 1–6.29.
Mammar
, S.
, Baghdassarian
, V. B.
, and Nouveliere
, L.
, 1999
, “Speed Scheduled Lateral Vehicle Control
,” International Conference on Intelligent Transportation Systems
, Tokyo, Japan, pp. 80
–85
.10.1109/ITSC.1999.82103130.
Shim
, T.
, and Ghike
, C.
, 2007
, “Understanding the Limitations of Different Vehicle Models for Roll Dynamics Studies
,” Veh. Syst. Dyn.
, 45
(3
), pp. 191
–216
.10.1080/0042311060088244931.
Society of Automotive Engineers
, 1976
, Surface Vehicle Recommended Practice
, Society of Automotive Engineers
, Warrendale, PA.32.
Levinson
, J.
, Montemerlo
, M.
, and Thrun
, S.
, 2007
, “Map-Based Precision Vehicle Localization in Urban Environments
,” Robotics: Science and Systems
, MIT Press
, Cambridge
.33.
Eisele
, D. D.
, and Peng
, H.
, 2000
, “Vehicle Dynamics Control With Rollover Prevention for Articulated Heavy Trucks
,” 5th International Symposium on Advanced Vehicle Control: AVEC2000
, Ann Arbor, MI.34.
Bay
, J. S.
, 1999
, Fundamentals of Linear State Space Systems
, McGraw-Hill
, Boston
.35.
American Association of State Highway and Transportation Officials
, 2011
, A Policy on Geometric Design of Highways and Streets
, American Association of State Highway and Transportation Officials, Washington, DC
.36.
Department of Transportation
, 2013
, Laboratory Test Procedure for Dynamic Rollover: The Fishhook Maneuver Test Procedure
, U.S. Department of Transportation: National Highway Traffic Safety Administration
, Washington, DC.37.
Dixon
, J.
, 1996
, Tires, Suspension, and Handling
, 2nd ed., Society of Automotive Engineers
, Warrendale, PA
.38.
Kulakowski
, B.
, Gardner
, J.
, and Shearer
, J.
, 2007
, Dynamic Modeling and Control of Engineering Systems
, 3rd ed., Cambridge University Press
, New York
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