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

Yıl 2024, Cilt: 29 Sayı: 3, 755 - 772
https://doi.org/10.17482/uumfd.1329853

Öz

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.

Kaynakça

  • Arvidsson J. and Franklin E. (2012) Rear Wheel Steering - A Study on Low-Speed Maneuverability and Highway Lateral Comfort
  • 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
  • Fiat Doblo Main Catalog, https://www.vanguide.co.uk/guides/fiat-doblo-dimensions/, Access Date: 07.05.2024
  • 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
  • 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
  • GMC Group, GMC, https://www.gmc.com/support/vehicle/driving-safety/ev-driving/crabwalk, Access Date: 10.08.2024
  • 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
  • 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
  • Hyundai e-Corner, https://www.hyundaimotorgroup.com/story/CONT0000000000105101, Access Date: 11.08.2024
  • 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
  • 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
  • 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
  • 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
  • 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
  • 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
  • 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
  • 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
  • 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
  • Pilisiewicz, J. and Kaczyński, R. (2017) Geometric analysis of maneuverability performance for vehicles with two steering axles, TRANSPORT PROBLEMS, 12, 2, 43-52
  • 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
  • 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
  • Utbult, J. (2017) Rear Wheel Steering - A Study on Low-Speed Maneuverability and Highway Lateral Comfort.

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

Yıl 2024, Cilt: 29 Sayı: 3, 755 - 772
https://doi.org/10.17482/uumfd.1329853

Öz

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.

Kaynakça

  • Arvidsson J. and Franklin E. (2012) Rear Wheel Steering - A Study on Low-Speed Maneuverability and Highway Lateral Comfort
  • 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
  • Fiat Doblo Main Catalog, https://www.vanguide.co.uk/guides/fiat-doblo-dimensions/, Access Date: 07.05.2024
  • 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
  • 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
  • GMC Group, GMC, https://www.gmc.com/support/vehicle/driving-safety/ev-driving/crabwalk, Access Date: 10.08.2024
  • 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
  • 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
  • Hyundai e-Corner, https://www.hyundaimotorgroup.com/story/CONT0000000000105101, Access Date: 11.08.2024
  • 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
  • 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
  • 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
  • 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
  • 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
  • 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
  • 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
  • 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
  • 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
  • Pilisiewicz, J. and Kaczyński, R. (2017) Geometric analysis of maneuverability performance for vehicles with two steering axles, TRANSPORT PROBLEMS, 12, 2, 43-52
  • 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
  • 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
  • Utbult, J. (2017) Rear Wheel Steering - A Study on Low-Speed Maneuverability and Highway Lateral Comfort.
Toplam 22 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Otomasyon Mühendisliği
Bölüm Araştırma Makaleleri
Yazarlar

Emir Kutluay 0000-0002-4541-1546

Emrecan Hatipoglu 0000-0002-8420-7943

Mert Kadir Assoy 0009-0004-8843-8628

Seda Karaosmanoğlu 0009-0001-9952-6795

Erken Görünüm Tarihi 18 Aralık 2024
Yayımlanma Tarihi
Gönderilme Tarihi 19 Temmuz 2023
Kabul Tarihi 16 Eylül 2024
Yayımlandığı Sayı Yıl 2024 Cilt: 29 Sayı: 3

Kaynak Göster

APA Kutluay, E., Hatipoglu, E., Assoy, M. K., Karaosmanoğlu, S. (2024). AUTONOMOUS PERPENDICULAR PARKING PATH PLANNING OF A FOUR-WHEEL STEERED VEHICLE AND RELATED PARAMETERS. Uludağ Üniversitesi Mühendislik Fakültesi Dergisi, 29(3), 755-772. https://doi.org/10.17482/uumfd.1329853
AMA Kutluay E, Hatipoglu E, Assoy MK, Karaosmanoğlu S. AUTONOMOUS PERPENDICULAR PARKING PATH PLANNING OF A FOUR-WHEEL STEERED VEHICLE AND RELATED PARAMETERS. UUJFE. Aralık 2024;29(3):755-772. doi:10.17482/uumfd.1329853
Chicago Kutluay, Emir, Emrecan Hatipoglu, Mert Kadir Assoy, ve Seda Karaosmanoğlu. “AUTONOMOUS PERPENDICULAR PARKING PATH PLANNING OF A FOUR-WHEEL STEERED VEHICLE AND RELATED PARAMETERS”. Uludağ Üniversitesi Mühendislik Fakültesi Dergisi 29, sy. 3 (Aralık 2024): 755-72. https://doi.org/10.17482/uumfd.1329853.
EndNote Kutluay E, Hatipoglu E, Assoy MK, Karaosmanoğlu S (01 Aralık 2024) AUTONOMOUS PERPENDICULAR PARKING PATH PLANNING OF A FOUR-WHEEL STEERED VEHICLE AND RELATED PARAMETERS. Uludağ Üniversitesi Mühendislik Fakültesi Dergisi 29 3 755–772.
IEEE E. Kutluay, E. Hatipoglu, M. K. Assoy, ve S. Karaosmanoğlu, “AUTONOMOUS PERPENDICULAR PARKING PATH PLANNING OF A FOUR-WHEEL STEERED VEHICLE AND RELATED PARAMETERS”, UUJFE, c. 29, sy. 3, ss. 755–772, 2024, doi: 10.17482/uumfd.1329853.
ISNAD Kutluay, Emir vd. “AUTONOMOUS PERPENDICULAR PARKING PATH PLANNING OF A FOUR-WHEEL STEERED VEHICLE AND RELATED PARAMETERS”. Uludağ Üniversitesi Mühendislik Fakültesi Dergisi 29/3 (Aralık 2024), 755-772. https://doi.org/10.17482/uumfd.1329853.
JAMA Kutluay E, Hatipoglu E, Assoy MK, Karaosmanoğlu S. AUTONOMOUS PERPENDICULAR PARKING PATH PLANNING OF A FOUR-WHEEL STEERED VEHICLE AND RELATED PARAMETERS. UUJFE. 2024;29:755–772.
MLA Kutluay, Emir vd. “AUTONOMOUS PERPENDICULAR PARKING PATH PLANNING OF A FOUR-WHEEL STEERED VEHICLE AND RELATED PARAMETERS”. Uludağ Üniversitesi Mühendislik Fakültesi Dergisi, c. 29, sy. 3, 2024, ss. 755-72, doi:10.17482/uumfd.1329853.
Vancouver Kutluay E, Hatipoglu E, Assoy MK, Karaosmanoğlu S. AUTONOMOUS PERPENDICULAR PARKING PATH PLANNING OF A FOUR-WHEEL STEERED VEHICLE AND RELATED PARAMETERS. UUJFE. 2024;29(3):755-72.

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