Dört Tekerlekten Yönlendirmeli Araçların Otonom Dik Park Yol Planlaması ve İlgili Parametreler

Abstract

Bu makalede, dört tekerlekten yönlendirilebilen bir aracın otonom dik park edebilmesi için bir yol planlama yönteminden bahsedilmektedir. Yöntem, aracın kinematik modelini ve geometrik denklemlerini temel almaktadır. Bahsedilen yöntem, aracı park yerinden çıkarmak için planlanan yolu ters yönde kullanarak aracı park etme esasına dayanmaktadır. Aracı geri parka başlamaya uygun konumlandırmak için uzunlamasına manevrayı, park manevrası sırasında yolun maksimum sol taraf kullanımını ve aracın sağ tarafı ile park yeri kenarı arasındaki minimum mesafeyi hesaplamak üzere üç yeni denklem türetilmiştir. Bu denklemler kullanılarak gerekli sürüş koridorunun tanımlanmasına yönelik bir yöntem tanıtılmış ve planlanan otonom dikey park manevrasının uygulanabilirliğinin, aracın çevresel telemetrisi ve kinematiği dikkate alınarak değerlendirilebileceği simülasyonla gösterilmiştir.

Keywords

• Otonom dik park
• dört tekerlekten yönlendirilebilen araçlar
• yol planlama
• sürücü asistan sistemleri

AUTONOMOUS PERPENDICULAR PARKING PATH PLANNING OF A FOUR-WHEEL STEERED VEHICLE AND RELATED PARAMETERS

Abstract

In this paper, a path planning method is introduced to perform the autonomous perpendicular parking of a four-wheel steered vehicle. The method consists of the kinematic model of the vehicle and geometrical equations. Mentioned method is based on retrieving the vehicle from the parking spot and using the same path inversely to park the vehicle. MATLAB simulations are performed with different kinematic properties and positions. Three new equations are derived to calculate the longitudinal maneuver to locate the vehicle at ready to reverse position, the maximum approach to left side of the road during the parking maneuver, and the minimum distance between the right side of the vehicle and edge of the parking space. A methodology is introduced to define the required driving corridor by using these equations and it is shown by simulation that feasibility of the planned autonomous perpendicular parking maneuver can be evaluated by taking environmental telemetry and kinematics of the vehicle into account.

Keywords

• Autonomous perpendicular parking
• four-wheel steered vehicles
• path planning
• driver assistance systems

References

1. Arvidsson J. and Franklin E. (2012) Rear Wheel Steering - A Study on Low-Speed Maneuverability and Highway Lateral Comfort
2. Das, S., Yarlagadda, Y., Vora, P. B. and Nair S. R. (2017) Trajectory planning and fuzzy control for perpendicular parking, IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 518–523, doi: 10.1109/MFI.2017.8170373
3. Fiat Doblo Main Catalog, https://www.vanguide.co.uk/guides/fiat-doblo-dimensions/, Access Date: 07.05.2024
4. Firdaus, A. Z. A., Shinn, A.W., Hashim, M. S. M., Khalid, N. S., Ismail, I. I. and Ridzuan M. J. M. (2018) Design and Simulation of Fuzzy Logic Controlled Car Parking Assist System, Journal of Telecommunication, Electronic and Computer Engineering, vol. 10, no. 1, 81-87
5. Gonzalez, D., Perez, J., Milanes, V. and Nashashibi, F. (2016) A review of motion planning techniques for automated vehicles, IEEE Transactions on Intelligent Transportation Systems, vol. 17, no. 4, 1135-1145, doi: 10.1109/TITS.2015.2498841
6. GMC Group, GMC, https://www.gmc.com/support/vehicle/driving-safety/ev-driving/crabwalk, Access Date: 10.08.2024
7. Hatipoğlu, E. and Kutluay, E. (2021) Autonomous Parallel Parking Path Planning of a Four-Wheel Steered Vehicle and Related Parameters, 10th International Automotive Technologies Congress, 740-748
8. Hatipoğlu, E. Assoy, M. K., Ezim, M., Oğuz, M., Kutluay, E. (2023), Geometric path planning for parallel parking on double side parked narrow streets, Journal of Intelligent Transportation Systems and Applications, vol. 6, no. 2, 326-343, doi: 10.51513/jitsa.1311698

9. Hyundai e-Corner, https://www.hyundaimotorgroup.com/story/CONT0000000000105101, Access Date: 11.08.2024
10. Jeong, Y. W., Heo, H. W. and Chung, C. C. (2020) A Local Path Planning for Perpendicular Parking in Limited Parking Spaces, 20th International Conference on Control Automation and Systems (ICCAS), 38-40, doi: 10.23919/ICCAS50221.2020.9268290
11. Kim, D. J. and Chung, C. C. (2020) Automated perpendicular parking system with approximated clothoid-based local path planning, IEEE Control Systems Letters, vol. 5, no. 6, 1940-1945, doi: 10.1109/LCSYS.2020.3044254
12. Krčmář, L., Břoušek, J. and Petr, T. (2019) Design of Rear Wheel Steering System of an Experimental Electrical Vehicle, International Conference on Electrical Drives & Power Electronics, 207-210, doi: 10.1109/EDPE.2019.8883899
13. Lee, B., Wei, Y. and Guo, I. Y. (2017) Automatic parking of self-driving car based on lidar, International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. 42, 241-246
14. Li, T. H. S., Lee, M. H., Lin, C. W., Liou, G. H. and Chen, W. C. (2016) Design of Autonomous and Manual Driving System for 4WIS4WID Vehicle, in IEEE Access, vol. 4, 2256-2271, doi: 10.1109/ACCESS.2016.2548081
15. Li, M. H. and Tseng, P. K. (2016) Implementation of an autonomous driving system for parallel and perpendicular parking, IEEE/SICE International Symposium on System Integration (SII), 198-203, doi: 10.1109/SII.2016.7843998
16. Morales, D. P., Quijada S. D., Kermorgant, O. and Martinet, P. (2016) Autonomous parking using a sensor based approach, 8th Workshop on Planning, Perception and Navigation for Intelligent Vehicles at IEEE International Conference on Intelligent Transportation Systems, IEEE, 211-216
17. Morales, D. P., Kermorgant, O., S. Quijada, S. D., and Martinet, P., (2022) Multisensor-based predictive control for autonomous parking, IEEE Transactions on Robotics, vol. 38, no. 2, 835-851, doi: 10.1109/TRO.2021.3091285
18. Petrov, P. and Nashashibi, F. (2015) Automatic vehicle perpendicular parking design using saturated control, IEEE Jordan Conference on Applied Electrical Engineering and Computing Technologies (AEECT), 1-6, doi: 10.1109/AEECT.2015.7360566
19. Pilisiewicz, J. and Kaczyński, R. (2017) Geometric analysis of maneuverability performance for vehicles with two steering axles, TRANSPORT PROBLEMS, 12, 2, 43-52
20. Reeds, J. A. and Sheep, L. A. (1990) Optimal Paths for a Car that Both Goes Forwards and Backwards, Pacific Journal of Mathematics, 145, 2, 367-373
21. Sedighi, S., Nguyen, D. V. and Kuhnert, K. D. (2019) Implementation of a parking state machine on vision-based auto parking systems for perpendicular parking scenarios, 6th International Conference on Control, Decision and Information Technologies, 1711–1716, doi: 10.1109/CoDIT.2019.8820634
22. Utbult, J. (2017) Rear Wheel Steering - A Study on Low-Speed Maneuverability and Highway Lateral Comfort.