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2018 | OriginalPaper | Buchkapitel

Path Tracking Control for Autonomous Driving Applications

verfasst von : Antonio Tota, Mauro Velardocchia, Levent Güvenç

Erschienen in: Advances in Service and Industrial Robotics

Verlag: Springer International Publishing

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Abstract

Autonomous or self-driving vehicles are becoming a consolidate reality that involves both industrial and academic fields also for its impact in social and governmental communities, well far from automotive engineering. The intent of the present paper is to design an automatic steering control for an autonomous vehicle equipped with steer-by-wire and drive-by-wire technologies. The steering action is calculated to let the vehicle follow a reference path which is stored in a Digital Map properly built to be available in real-time. A Proportional + Derivative (PD) control strategy is deigned based on the Parameter State Approach (PSA) and it is coupled with a Feedforward (FF) term for improving the path tracking control in cornering maneuvers. Some experimental results are shown to demonstrates the efficacy of the controller presented.

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Literatur
1.
Zurück zum Zitat The SAE international on-road automated vehicle standards committee (2014) Taxonomy and definitions for terms related to on-road motor vehicle automated driving systems The SAE international on-road automated vehicle standards committee (2014) Taxonomy and definitions for terms related to on-road motor vehicle automated driving systems
2.
Zurück zum Zitat Lapierre L, Zapata R, Lepinay P (2007) Combined path-following and obstacle avoidance control of a wheeled robot. Int J Robot Res 26(4):361–375CrossRef Lapierre L, Zapata R, Lepinay P (2007) Combined path-following and obstacle avoidance control of a wheeled robot. Int J Robot Res 26(4):361–375CrossRef
3.
Zurück zum Zitat Verscheure D, Demeulenaere B, Swevers J, De Schutter J, Diehl M (2009) Time-optimal path tracking for robots: a convex optimization approach. IEEE Trans Autom Control 54(10):2318–2327CrossRefMATHMathSciNet Verscheure D, Demeulenaere B, Swevers J, De Schutter J, Diehl M (2009) Time-optimal path tracking for robots: a convex optimization approach. IEEE Trans Autom Control 54(10):2318–2327CrossRefMATHMathSciNet
4.
Zurück zum Zitat Oshima R, Kikuchi E, Kimura M, Matsumoto S (1965) Control system for automobile driving. In: Proceedings of the Tokyo 1FAC symposium, pp 347–357 Oshima R, Kikuchi E, Kimura M, Matsumoto S (1965) Control system for automobile driving. In: Proceedings of the Tokyo 1FAC symposium, pp 347–357
5.
Zurück zum Zitat Fenton RE, Mayhan RJ (1991) Automated highway studies at the Ohio state university-an overview. IEEE Trans Veh Technol 40(1):100–113CrossRef Fenton RE, Mayhan RJ (1991) Automated highway studies at the Ohio state university-an overview. IEEE Trans Veh Technol 40(1):100–113CrossRef
6.
Zurück zum Zitat Coulter RC (1992) Implementation of the pure pursuit path tracking algorithm, DTIC document, technical report Coulter RC (1992) Implementation of the pure pursuit path tracking algorithm, DTIC document, technical report
7.
Zurück zum Zitat Snider JM et al (2009) Automatic steering methods for autonomous automobile path tracking, robotics institute, Pittsburgh, PA, technical report, CMU-RITR-09-08 Snider JM et al (2009) Automatic steering methods for autonomous automobile path tracking, robotics institute, Pittsburgh, PA, technical report, CMU-RITR-09-08
8.
Zurück zum Zitat Tsugawa S (1999) An overview on control algorithms for automated highway systems. In: Proceedings of the 1999 IEEE/IEEJ/JSAI international conference on intelligent transportation systems. IEEE, pp 234–239 Tsugawa S (1999) An overview on control algorithms for automated highway systems. In: Proceedings of the 1999 IEEE/IEEJ/JSAI international conference on intelligent transportation systems. IEEE, pp 234–239
9.
Zurück zum Zitat Mouri H, Furusho H (1997) Automatic path tracking using linear quadratic control theory. In: IEEE conference on intelligent transportation system, ITSC 1997. IEEE pp 948–953 Mouri H, Furusho H (1997) Automatic path tracking using linear quadratic control theory. In: IEEE conference on intelligent transportation system, ITSC 1997. IEEE pp 948–953
10.
Zurück zum Zitat Inoue H, Mouri H, Sato H, Asaoka A, Ueda S (1996) Technologies of nissan’s ahs test vehicle. In: 3rd ITS world congress Inoue H, Mouri H, Sato H, Asaoka A, Ueda S (1996) Technologies of nissan’s ahs test vehicle. In: 3rd ITS world congress
11.
Zurück zum Zitat Ackermann J, Guldner J, Sienel W, Steinhauser R, Utkin VI (1995) Linear and nonlinear controller design for robust automatic steering. IEEE Trans Control Syst Technol 3(1):132–143CrossRef Ackermann J, Guldner J, Sienel W, Steinhauser R, Utkin VI (1995) Linear and nonlinear controller design for robust automatic steering. IEEE Trans Control Syst Technol 3(1):132–143CrossRef
12.
Zurück zum Zitat Ackermann J (2012) Robust control: the parameter space approach. Springer, Heidelberg Ackermann J (2012) Robust control: the parameter space approach. Springer, Heidelberg
13.
Zurück zum Zitat Guldner J, Sienel W, Tan H-S, Ackermann J, Patwardhan S, Bunte T (1999) Robust automatic steering control for look-down reference systems with front and rear sensors. IEEE Trans Control Syst Technol 7(1):2–11CrossRef Guldner J, Sienel W, Tan H-S, Ackermann J, Patwardhan S, Bunte T (1999) Robust automatic steering control for look-down reference systems with front and rear sensors. IEEE Trans Control Syst Technol 7(1):2–11CrossRef
14.
Zurück zum Zitat Emirler MT, Wang H, Güvenç BA, Güvenç L (2015) Automated robust path following control based on calculation of lateral deviation and yaw angle error. In: ASME 2015 dynamic systems and control conference. American Society of Mechanical Engineers, p V003T50A009 Emirler MT, Wang H, Güvenç BA, Güvenç L (2015) Automated robust path following control based on calculation of lateral deviation and yaw angle error. In: ASME 2015 dynamic systems and control conference. American Society of Mechanical Engineers, p V003T50A009
15.
Zurück zum Zitat Hiraoka T, Nishihara O, Kumamoto H (2009) Automatic path-tracking controller of a four-wheel steering vehicle. Veh Syst Dyn 47(10):1205–1227CrossRef Hiraoka T, Nishihara O, Kumamoto H (2009) Automatic path-tracking controller of a four-wheel steering vehicle. Veh Syst Dyn 47(10):1205–1227CrossRef
16.
Zurück zum Zitat O’Brien RT, Iglesias PA, Urban TJ (1996) Vehicle lateral control for automated highway systems. IEEE Trans Control Syst Technol 4(3):266–273CrossRef O’Brien RT, Iglesias PA, Urban TJ (1996) Vehicle lateral control for automated highway systems. IEEE Trans Control Syst Technol 4(3):266–273CrossRef
17.
Zurück zum Zitat Falcone P, Borrelli F, Asgari J, Tseng HE, Hrovat D (2007) Predictive active steering control for autonomous vehicle systems. IEEE Trans Control Syst Technol 15(3):566–580CrossRefMATH Falcone P, Borrelli F, Asgari J, Tseng HE, Hrovat D (2007) Predictive active steering control for autonomous vehicle systems. IEEE Trans Control Syst Technol 15(3):566–580CrossRefMATH
Metadaten
Titel
Path Tracking Control for Autonomous Driving Applications
verfasst von
Antonio Tota
Mauro Velardocchia
Levent Güvenç
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-319-61276-8_49

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