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Erschienen in: Intelligent Service Robotics 2/2017

16.01.2017 | Original Research Paper

An embedded testbed architecture to evaluate autonomous car driving

verfasst von: Assia Belbachir

Erschienen in: Intelligent Service Robotics | Ausgabe 2/2017

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Abstract

The progress in autonomous car driving or also called Advanced Driving Assistance Systems (ADAS) has recently received an increasing attention in car industries. Thus, many autonomous car models are recently developed and some are even commercialized. However, they are still not ready to enter our daily life since they lack efficiency and reliability. In this sense, to obtain efficient and reliable systems, the evaluation process plays an important role. Nowadays, the evaluation is strongly related to the number of kilometers of drive. However, in order to make a comprehensive evaluation of such systems, in addition to the number of kilometers, each component should also be tested. In this study, we focused on developing a system that is able to evaluate each component of ADAS. We defined a versatile architecture that simplifies the evaluation of different types of ADAS. Several evaluation scenarios are shown and discussed.

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Fußnoten
1
United Nations. Convention on Road Traffic (Vienna) (Online). Available http://​www.​unece.​org/​trans/​conventn/​crt1968e. Last Access on 14/11/2016.
 
2
These laws are called legal safety.
 
3
The autonomous car concept is also known as a driverless car [11], self-driving car [12, 13] and robot car [14]. However, we use autonomous car throughout this article.
 
4
Light Detection and Ranging.
 
5
Simultaneous Localization and Mapping.
 
7
http://​www.​haveit-eu.​org. Last Access on 14/11/2016.
 
8
http://​www.​citymobil-project.​eu. Last Access on 14/11/2016.
 
10
http://​www.​sartre-project.​eu. Last Access on 14/11/2016.
 
Literatur
1.
Zurück zum Zitat Curry A, Hodgson T, Kelnar R, Wilson A (2006) Intelligent infrastructure futures: the scenarios—towards 2055. Department of Trade and Industry, research report Curry A, Hodgson T, Kelnar R, Wilson A (2006) Intelligent infrastructure futures: the scenarios—towards 2055. Department of Trade and Industry, research report
2.
Zurück zum Zitat Wu SS (2011) Unmanned vehicles and us product liability law. J Law Inf Sci 21(2):234 Wu SS (2011) Unmanned vehicles and us product liability law. J Law Inf Sci 21(2):234
4.
Zurück zum Zitat Campbell M, Egerstedt M, How JP, Murray RM (2010) Autonomous driving in urban environments: approaches, lessons and challenges. Philos Trans R Soc A Math Phys Eng Sci 368(1928):4649CrossRef Campbell M, Egerstedt M, How JP, Murray RM (2010) Autonomous driving in urban environments: approaches, lessons and challenges. Philos Trans R Soc A Math Phys Eng Sci 368(1928):4649CrossRef
5.
Zurück zum Zitat Mark C, Magnus E, How JP, Richard MM (2010) Autonomous driving in urban environments: approaches, lessons and challenges. Philos Trans A Math Phys Eng Sci 368(1928):1471–2962 Mark C, Magnus E, How JP, Richard MM (2010) Autonomous driving in urban environments: approaches, lessons and challenges. Philos Trans A Math Phys Eng Sci 368(1928):1471–2962
6.
Zurück zum Zitat Burton D, Delaney A, Newstead S, Logan D, Fildes B (2004) Effectiveness of abs and vehicle stability control system. Royal Automobile Club of Victoria (RACV), research report Burton D, Delaney A, Newstead S, Logan D, Fildes B (2004) Effectiveness of abs and vehicle stability control system. Royal Automobile Club of Victoria (RACV), research report
7.
Zurück zum Zitat Moon S, Moon I, Yi K (2009) Design, tuning, and evaluation of a full-range adaptive cruise control system with collision avoidance. Control Eng Pract 17(4):442–455CrossRef Moon S, Moon I, Yi K (2009) Design, tuning, and evaluation of a full-range adaptive cruise control system with collision avoidance. Control Eng Pract 17(4):442–455CrossRef
8.
Zurück zum Zitat Visvikis C, Smith T, Pitcher M, Smith R (2008) Study on lane departure warning and lane change assistant systems. In: Transportation Research Laboratory Visvikis C, Smith T, Pitcher M, Smith R (2008) Study on lane departure warning and lane change assistant systems. In: Transportation Research Laboratory
9.
Zurück zum Zitat Benine-Neto A, Mammar S (2011) Piecewise affine state feedback controller for lane departure avoidance. In: Proceedings of IEEE Intelligent Vehicles Symposium (IV), pp 839–844 Benine-Neto A, Mammar S (2011) Piecewise affine state feedback controller for lane departure avoidance. In: Proceedings of IEEE Intelligent Vehicles Symposium (IV), pp 839–844
10.
Zurück zum Zitat Kaempchen N, Schiele B, Dietmayer K (2009) Situation assessment of an autonomous emergency brake for arbitrary vehicle-to-vehicle collision scenarios. IEEE Trans Intell Transp Syst 10(4):678–687CrossRef Kaempchen N, Schiele B, Dietmayer K (2009) Situation assessment of an autonomous emergency brake for arbitrary vehicle-to-vehicle collision scenarios. IEEE Trans Intell Transp Syst 10(4):678–687CrossRef
11.
Zurück zum Zitat Murray R (2007) Driverless cars. Control Autom 18(3):14–17 Murray R (2007) Driverless cars. Control Autom 18(3):14–17
12.
Zurück zum Zitat Urmson C, Whittaker W (2008) Self-driving cars and the urban challenge. IEEE Intell Syst 23(2):66–68 Urmson C, Whittaker W (2008) Self-driving cars and the urban challenge. IEEE Intell Syst 23(2):66–68
13.
Zurück zum Zitat Gong J, Yuan S, Yan J, Chen X, Di H (2014) Intuitive decision-making modeling for self-driving vehicles. In: Intelligent Transportation Systems (ITSC), 2014 IEEE 17th International Conference on, pp 29–34 Gong J, Yuan S, Yan J, Chen X, Di H (2014) Intuitive decision-making modeling for self-driving vehicles. In: Intelligent Transportation Systems (ITSC), 2014 IEEE 17th International Conference on, pp 29–34
14.
Zurück zum Zitat Koo K-M, Jiang X, Kikuchi K, Konno A, Uchiyama M (2008) Development of a robot car wiring system. In: Advanced Intelligent Mechatronics, 2008. AIM 2008. IEEE/ASME International Conference on, pp 862–867 Koo K-M, Jiang X, Kikuchi K, Konno A, Uchiyama M (2008) Development of a robot car wiring system. In: Advanced Intelligent Mechatronics, 2008. AIM 2008. IEEE/ASME International Conference on, pp 862–867
15.
Zurück zum Zitat Levinson J, Askeland J, Becker J, Dolson J, Held D, Kammel S, Kolter JZ, Langer D, Pink O, Pratt V, Sokolsky M, Stanek G, Stavens DM, Teichman A, Werling M, Thrun S (2011) Towards fully autonomous driving: systems and algorithms. In: Intelligent Vehicles Symposium, pp 163–168 Levinson J, Askeland J, Becker J, Dolson J, Held D, Kammel S, Kolter JZ, Langer D, Pink O, Pratt V, Sokolsky M, Stanek G, Stavens DM, Teichman A, Werling M, Thrun S (2011) Towards fully autonomous driving: systems and algorithms. In: Intelligent Vehicles Symposium, pp 163–168
16.
Zurück zum Zitat Leonard J, How J, Teller S, Berger M, Campbell S, Fiore G, Fletcher L, Frazzoli E, Huang AS, Karaman S, Koch O, Kuwata Y, Moore D, Olson E, Peters S, Teo J, Truax R, Walter M, Barrett D, Epstein A, Maheloni K, Moyer K, Jones T, Buckley R, Antone M, Galejs R, Krishnamurthy S, Williams J (2008) A perception driven autonomous urban robot. Int J Field Robot 25(10):727–774CrossRef Leonard J, How J, Teller S, Berger M, Campbell S, Fiore G, Fletcher L, Frazzoli E, Huang AS, Karaman S, Koch O, Kuwata Y, Moore D, Olson E, Peters S, Teo J, Truax R, Walter M, Barrett D, Epstein A, Maheloni K, Moyer K, Jones T, Buckley R, Antone M, Galejs R, Krishnamurthy S, Williams J (2008) A perception driven autonomous urban robot. Int J Field Robot 25(10):727–774CrossRef
17.
Zurück zum Zitat Thorpe C, Aufrere R, Carlson J, Duggins D, Fong T, Gowdy J, Kozar J, MacLachlan R, McCabe C, Mertz C, Suppe A, Wang C-C, Yata T (2002) Safe robot driving. In: Proceedings of the International Conference on Machine Automation (ICMA 2002) Thorpe C, Aufrere R, Carlson J, Duggins D, Fong T, Gowdy J, Kozar J, MacLachlan R, McCabe C, Mertz C, Suppe A, Wang C-C, Yata T (2002) Safe robot driving. In: Proceedings of the International Conference on Machine Automation (ICMA 2002)
18.
Zurück zum Zitat Urmson C, Baker C, Dolan J, Rybski P, Salesky B, Whittaker WRL, Ferguson D, Darms M (2009) Autonomous driving in traffic: boss and the urban challenge. AI Mag 30(1):17–29 Urmson C, Baker C, Dolan J, Rybski P, Salesky B, Whittaker WRL, Ferguson D, Darms M (2009) Autonomous driving in traffic: boss and the urban challenge. AI Mag 30(1):17–29
19.
Zurück zum Zitat Zhang X, Kompfner P, White C, Sexton B (1998) Guidebook for assessment of transport telematics applications: updated version. In: Deliverable 2.3.1 of the CONVERGE Project Zhang X, Kompfner P, White C, Sexton B (1998) Guidebook for assessment of transport telematics applications: updated version. In: Deliverable 2.3.1 of the CONVERGE Project
20.
Zurück zum Zitat Consortium A (2007) Feasibility study for the setting-up of a performance testing programme for ICT-based safety systems for road transport. In: Study Result Consortium A (2007) Feasibility study for the setting-up of a performance testing programme for ICT-based safety systems for road transport. In: Study Result
21.
Zurück zum Zitat Lesemann M, Lutzow J, Zlocki A (2010) evalue—a test program for active safety systems. In: ITS World Congress Lesemann M, Lutzow J, Zlocki A (2010) evalue—a test program for active safety systems. In: ITS World Congress
22.
Zurück zum Zitat Lemmen P, Fagerlind H, Unselt T, Rodarius C, Infantes E, van der Zweep C (2012) Assessment of integrated vehicle safety systems for improved vehicle safety. In: Transport Research Arena—Europe 2012 Lemmen P, Fagerlind H, Unselt T, Rodarius C, Infantes E, van der Zweep C (2012) Assessment of integrated vehicle safety systems for improved vehicle safety. In: Transport Research Arena—Europe 2012
23.
Zurück zum Zitat Kanthalakshmi S, Manikandan V (2011) Fault tolerant control using proportional-integral-derivative controller tuned by genetic algorithm. J Comput Sci 7(8):1187–1193CrossRef Kanthalakshmi S, Manikandan V (2011) Fault tolerant control using proportional-integral-derivative controller tuned by genetic algorithm. J Comput Sci 7(8):1187–1193CrossRef
24.
Zurück zum Zitat McCall J, Trivedi M (2006) Video-based lane estimation and tracking for driver assistance: survey, system, and evaluation. IEEE Trans Intell Transp Syst 7(1):20–37CrossRef McCall J, Trivedi M (2006) Video-based lane estimation and tracking for driver assistance: survey, system, and evaluation. IEEE Trans Intell Transp Syst 7(1):20–37CrossRef
25.
Zurück zum Zitat Malczewski J (1999) GIS and multicriteria decision analysis. Wiley, New York Malczewski J (1999) GIS and multicriteria decision analysis. Wiley, New York
26.
Zurück zum Zitat Oliveira L, Nunes U (2010) Context-aware pedestrian detection using lidar. In: IEEE Intelligent Vehicles Symposium, pp 773–778 Oliveira L, Nunes U (2010) Context-aware pedestrian detection using lidar. In: IEEE Intelligent Vehicles Symposium, pp 773–778
27.
Zurück zum Zitat Belbachir A, Smal J-C, Blosseville J-M, Gruyer D (2012) Simulation-driven validation of advanced driving-assistance systems. Procedia Soc Behav Sci 48:1205–1214CrossRef Belbachir A, Smal J-C, Blosseville J-M, Gruyer D (2012) Simulation-driven validation of advanced driving-assistance systems. Procedia Soc Behav Sci 48:1205–1214CrossRef
28.
Zurück zum Zitat Belbachir A, Smal J-C, Blosseville J-M (2012) A robotic platform to evalute autonomous driving systems. In: Intelligent Transportation Systems (ITSC), 2012 15th International IEEE Conference on, pp 1874–1879 Belbachir A, Smal J-C, Blosseville J-M (2012) A robotic platform to evalute autonomous driving systems. In: Intelligent Transportation Systems (ITSC), 2012 15th International IEEE Conference on, pp 1874–1879
Metadaten
Titel
An embedded testbed architecture to evaluate autonomous car driving
verfasst von
Assia Belbachir
Publikationsdatum
16.01.2017
Verlag
Springer Berlin Heidelberg
Erschienen in
Intelligent Service Robotics / Ausgabe 2/2017
Print ISSN: 1861-2776
Elektronische ISSN: 1861-2784
DOI
https://doi.org/10.1007/s11370-016-0213-6

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