Skip to main content

2019 | OriginalPaper | Buchkapitel

11. Advanced Driver Assistance Systems and Autonomous Driving

verfasst von : Dietmar P. F. Möller, Roland E. Haas

Erschienen in: Guide to Automotive Connectivity and Cybersecurity

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

This chapter discusses advanced driver assistance systems (ADAS) and autonomous driving. ADAS are systems to help the driver in his driving process. When designed with a safe human-machine interface (HMI), they could increase vehicle safety and more in general road safety. Autonomous driving is based on increasing vehicle automation that leads to autonomous or self-driving or semiautonomous vehicles. Self-driving vehicles are one of the major drivers of change in the automotive industry. This has been discussed in Chap. 2, showing how major OEMs reacted to this development, for example, the CASE organization in Daimler, the introduction of CDO positions in BMW and VW, and others. In Sect. 11.1 ADAS are introduced beyond the automotive E/E perspective, which has been described in Chap. 4, focusing on the popular driver assistance functionality parking with the ParkPilot ADAS beside other essential ADAS functionalities. It also refers to sensor applications for different ADAS functions. Section 11.2 gives a quick recap of the main ADAS functions like lane keeping assistant, lane departure warning, and others in more detail. It also refers to the situation of objects moving across, either in front or behind, the vehicle and the most advanced methods for pedestrian and object detection.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat (Abraham et al. 2016) Abraham, B., Brugger, D., Strehlke, S., Runge, W.: Autonomous Driving – Only a Trojan horse of Digital Companies?, ATZ elektronik, 01/2016 (Abraham et al. 2016) Abraham, B., Brugger, D., Strehlke, S., Runge, W.: Autonomous Driving – Only a Trojan horse of Digital Companies?, ATZ elektronik, 01/2016
Zurück zum Zitat (Alheeti et al. 2015a) Alheeti, K. M. A., Gruebler, A., McDonald-Maier, K. D.: An intrusion detection system against malicious attacks on the communication network of driverless cars. In: 12th Annual IEEE Consumer Communications and Networking Conference (CCNC), Pages 916–921, 2015 (Alheeti et al. 2015a) Alheeti, K. M. A., Gruebler, A., McDonald-Maier, K. D.: An intrusion detection system against malicious attacks on the communication network of driverless cars. In: 12th Annual IEEE Consumer Communications and Networking Conference (CCNC), Pages 916–921, 2015
Zurück zum Zitat (Alheeti et al. 2015b) Alheeti, K. M. A., Gruebler, A., McDonald-Maier, K. D.: An Intrusion Detection System against Black Hole Attacks on the Communication Network of Self-Driving Cars. In: 6th International Conference on Emerging Security Technologies (EST), Pages 86–91, 2015 (Alheeti et al. 2015b) Alheeti, K. M. A., Gruebler, A., McDonald-Maier, K. D.: An Intrusion Detection System against Black Hole Attacks on the Communication Network of Self-Driving Cars. In: 6th International Conference on Emerging Security Technologies (EST), Pages 86–91, 2015
Zurück zum Zitat (Arndt 2015) Arndt, C.: Developments of Automotive Ethernet Technologies - Introduction to the BroadR-Reach Technology and beyond, Continental & VDI Wissensforum, 06/2015 (Arndt 2015) Arndt, C.: Developments of Automotive Ethernet Technologies - Introduction to the BroadR-Reach Technology and beyond, Continental & VDI Wissensforum, 06/2015
Zurück zum Zitat (Astroem and Wittenmark 1996) Astroem, K., Wittenmark, B.: Computer Controlled Systems. Prentice Hall, Information and Systems Series, 1996 (Astroem and Wittenmark 1996) Astroem, K., Wittenmark, B.: Computer Controlled Systems. Prentice Hall, Information and Systems Series, 1996
Zurück zum Zitat (Balani 2015) Balani, N.: Enterprise IoT – A Definite Handbook, self-published, Kindle Edition, 2015 (Balani 2015) Balani, N.: Enterprise IoT – A Definite Handbook, self-published, Kindle Edition, 2015
Zurück zum Zitat (Balzert 2011) Balzert, H.: Textbook of Software Engineering: Design, Implementation, Deployment and Operation (in German), Springer Spektrum Publ., 2011 (Balzert 2011) Balzert, H.: Textbook of Software Engineering: Design, Implementation, Deployment and Operation (in German), Springer Spektrum Publ., 2011
Zurück zum Zitat (Beck 2016) Beck, T.: Do we need Autonomous Driving? (in German) elektronik.net, 01/2016, pp. 48–49. 01/2016 (Beck 2016) Beck, T.: Do we need Autonomous Driving? (in German) elektronik.net, 01/2016, pp. 48–49. 01/2016
Zurück zum Zitat (Bekey 2005) Bekey, G. A.: Autonomous Robots, Massachusetts Institute of Technology, 2005 (Bekey 2005) Bekey, G. A.: Autonomous Robots, Massachusetts Institute of Technology, 2005
Zurück zum Zitat (Besenbruch 2014) Besenbruch, D.: Electronic Systems – Protection of manipulation, ATZ elektronik, 2014 (Besenbruch 2014) Besenbruch, D.: Electronic Systems – Protection of manipulation, ATZ elektronik, 2014
Zurück zum Zitat (Beynon et al. 2003) Beynon, M., Hook, D., Seibert, M., Peacock, A., Dudgeon, D.: Detecting Abandoned Packages in a Multi-camera Video Surveillance System. IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2003 (Beynon et al. 2003) Beynon, M., Hook, D., Seibert, M., Peacock, A., Dudgeon, D.: Detecting Abandoned Packages in a Multi-camera Video Surveillance System. IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2003
Zurück zum Zitat (Bhattarcharjee 2013) Bhattarcharjee, S.: Efficient Algorithm for Crossing Alert in Camera-based Advanced Driver Assistance Systems, Master of Technology Thesis, International Institute of Information Technology Bengaluru (IIIT-B), 2013 (Bhattarcharjee 2013) Bhattarcharjee, S.: Efficient Algorithm for Crossing Alert in Camera-based Advanced Driver Assistance Systems, Master of Technology Thesis, International Institute of Information Technology Bengaluru (IIIT-B), 2013
Zurück zum Zitat (Bose 2004) Bose, T.: Digital Signal and Image Processing, John Wiley and Sons, 2004 (Bose 2004) Bose, T.: Digital Signal and Image Processing, John Wiley and Sons, 2004
Zurück zum Zitat (Bridges 2015) Bridges, R.: Driverless Car Revolution Buy Mobility – Not Metal. Self-published, 2015 (Bridges 2015) Bridges, R.: Driverless Car Revolution Buy Mobility – Not Metal. Self-published, 2015
Zurück zum Zitat (Chucholowski and Lienkamp 2014) Chucholowski, F., Lienkamp, M.: Teleoperated Driving – Secure and Robust Data Connections, ATZ elektronik, 01/2014 (Chucholowski and Lienkamp 2014) Chucholowski, F., Lienkamp, M.: Teleoperated Driving – Secure and Robust Data Connections, ATZ elektronik, 01/2014
Zurück zum Zitat (Corke 2011) Corke, P.: Robotics, Vision, and Control, Springer Publ., 2011 (Corke 2011) Corke, P.: Robotics, Vision, and Control, Springer Publ., 2011
Zurück zum Zitat (Davies 2012) Davies, E. R.: Computer and Machine Vision: Theory, Algorithms, and Practicalities, Elsevier Publ., 2012 (Davies 2012) Davies, E. R.: Computer and Machine Vision: Theory, Algorithms, and Practicalities, Elsevier Publ., 2012
Zurück zum Zitat (Dorf and Bishop 2010) Dorf, R.C., Bishop, R.H.: Modern Control Systems, Pearson Education, 2010 (Dorf and Bishop 2010) Dorf, R.C., Bishop, R.H.: Modern Control Systems, Pearson Education, 2010
Zurück zum Zitat (Dudenhöffer 2016) Dudenhöffer, F.: Who will be put in the fast lane (in German). Campus Publ., 2016 (Dudenhöffer 2016) Dudenhöffer, F.: Who will be put in the fast lane (in German). Campus Publ., 2016
Zurück zum Zitat (Eckert 2016) Eckert, D.: Robots will destroy millions of jobs. Welt online. 27th August 2016. Available from: http://www.welt.de/wirtschaft/article157872907/Roboter-werden-Millionen-Jobs.vernichten.html?config1⁄4print#,08.2016 (Eckert 2016) Eckert, D.: Robots will destroy millions of jobs. Welt online. 27th August 2016. Available from: http://​www.​welt.​de/​wirtschaft/​article157872907​/​Roboter-werden-Millionen-Jobs.​vernichten.​html?​config1⁄4print#,08.2016
Zurück zum Zitat (Elgammal et al. 2000) Elgammal A., Harwood D., Davis L.: Non-parametric Model for Background Subtraction. In: Proceedings of the 6th European Conf. on CompVision-Part II, Pages 751–767, 2000 (Elgammal et al. 2000) Elgammal A., Harwood D., Davis L.: Non-parametric Model for Background Subtraction. In: Proceedings of the 6th European Conf. on CompVision-Part II, Pages 751–767, 2000
Zurück zum Zitat (Elgammal et al. 2003) Elgammal A, Duraiswami R, Davis, L.S.: Efficient Kernel Density Estimation Using the Fast Gauss Transform with Applications to Color Modeling and Tracking, In: IEEE Transactions on Pattern Analysis and Machine Intelligence; Vol. 25 No. 11, 1499–1504, 2003 (Elgammal et al. 2003) Elgammal A, Duraiswami R, Davis, L.S.: Efficient Kernel Density Estimation Using the Fast Gauss Transform with Applications to Color Modeling and Tracking, In: IEEE Transactions on Pattern Analysis and Machine Intelligence; Vol. 25 No. 11, 1499–1504, 2003
Zurück zum Zitat (Ernst 2016) Ernst, R.: Automotive Ethernet – Opportunities and Pitfalls, Institut für Datentechnik und Kommunikationsnetze, ETFA 09/2016, Berlin, 2016 (Ernst 2016) Ernst, R.: Automotive Ethernet – Opportunities and Pitfalls, Institut für Datentechnik und Kommunikationsnetze, ETFA 09/2016, Berlin, 2016
Zurück zum Zitat (Form 2015) Form, T.: Autonomous Driving – Quo vadis?, ATZ elektronik, special edition, 07/2015 (Form 2015) Form, T.: Autonomous Driving – Quo vadis?, ATZ elektronik, special edition, 07/2015
Zurück zum Zitat (Forster 2014) Forster, F.: Development Embedded Systems, ATZ elektronik, Vol 9, 01/2014, Pages14–18, Springer Vieweg, Springer 2014 (Forster 2014) Forster, F.: Development Embedded Systems, ATZ elektronik, Vol 9, 01/2014, Pages14–18, Springer Vieweg, Springer 2014
Zurück zum Zitat (Fürst 2016) Fürst, S.: AUTOSAR Adaptive Platform for Connected and Autonomous Vehicles, In: EUROFORUM Elektronik-Systeme im Automobil, 02/2016 (Fürst 2016) Fürst, S.: AUTOSAR Adaptive Platform for Connected and Autonomous Vehicles, In: EUROFORUM Elektronik-Systeme im Automobil, 02/2016
Zurück zum Zitat (Gaonkar et al. 2011) Gaonkar, P., Nanthini, S., Manoj, S., Mamilla, S.: Lane Departure Warning System, Class Paper, Car IT and Cybersecurity class, IIIT-B, 2011 (Gaonkar et al. 2011) Gaonkar, P., Nanthini, S., Manoj, S., Mamilla, S.: Lane Departure Warning System, Class Paper, Car IT and Cybersecurity class, IIIT-B, 2011
Zurück zum Zitat (Giachetti et al. 1994) Giachetti, A., Campani, M., Torre, V.: The use of optical flow for the autonomous navigation, In: Proc. 4th Euro. Conf. Comput. Vision, 1994 (Giachetti et al. 1994) Giachetti, A., Campani, M., Torre, V.: The use of optical flow for the autonomous navigation, In: Proc. 4th Euro. Conf. Comput. Vision, 1994
Zurück zum Zitat (Gonzalez et al. 2008) Gonzalez R. C., Woods, R. E., Eddins, S. L.: Digital Image Processing Using MATLAB, Pearson Education, New Delhi, India, 2008 (Gonzalez et al. 2008) Gonzalez R. C., Woods, R. E., Eddins, S. L.: Digital Image Processing Using MATLAB, Pearson Education, New Delhi, India, 2008
Zurück zum Zitat (Gonzalez and Woods 2008) Gonzalez, R. C., Woods, R. E.: Digital Image Processing, 3rd Edition. Pearson/Prentice Hall Publ., 2008 (Gonzalez and Woods 2008) Gonzalez, R. C., Woods, R. E.: Digital Image Processing, 3rd Edition. Pearson/Prentice Hall Publ., 2008
Zurück zum Zitat (Haas 2014) Haas, R.: Socio-Economic Impact of Autonomous Driving in Emerging Countries, India as example, European Radar Conference, EuRad, Rome, 2014 (Haas 2014) Haas, R.: Socio-Economic Impact of Autonomous Driving in Emerging Countries, India as example, European Radar Conference, EuRad, Rome, 2014
Zurück zum Zitat (Haas and Möller 2017) Haas, R. E., Möller, D. P. F.: Automotive Connectivity, Cyber Attack Scenarios and Automotive Cyber Security. Proceed. IEEE/EIT 2017, pp. 635-639, ISBN: 978-1-5090-4767-3/17 (Haas and Möller 2017) Haas, R. E., Möller, D. P. F.: Automotive Connectivity, Cyber Attack Scenarios and Automotive Cyber Security. Proceed. IEEE/EIT 2017, pp. 635-639, ISBN: 978-1-5090-4767-3/17
Zurück zum Zitat (Hanselman and Littlefeld 2008) Hanselman, D., Littlefield, B.: Mastering MATLAB 7, Pearson Education, India, 2008 (Hanselman and Littlefeld 2008) Hanselman, D., Littlefield, B.: Mastering MATLAB 7, Pearson Education, India, 2008
Zurück zum Zitat (Haykin 2009) Simon Haykin, Neural Network and Learning Machines, 3rd Ed., Pearson Education, Upper Saddle River, NJ, 2009 (Haykin 2009) Simon Haykin, Neural Network and Learning Machines, 3rd Ed., Pearson Education, Upper Saddle River, NJ, 2009
Zurück zum Zitat (Herold et al. 2016) Herold, N., Posselt, S.-A., Hanka, O., Carle, G.: Anomaly Detection for SOME/IP using Complex Event Processing, Chair of Network Architectures and Services, Technical University Munich (TUM), Department of Computer Science, 2016 (Herold et al. 2016) Herold, N., Posselt, S.-A., Hanka, O., Carle, G.: Anomaly Detection for SOME/IP using Complex Event Processing, Chair of Network Architectures and Services, Technical University Munich (TUM), Department of Computer Science, 2016
Zurück zum Zitat (Hoffmann 2008) Hoffmann, D.: Software-Quality, Springer Publ., 2008 (Hoffmann 2008) Hoffmann, D.: Software-Quality, Springer Publ., 2008
Zurück zum Zitat (Horn and Schunk 1981) Horn K.P., Schunck, B.G.: Determining Optical Flow, Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA 02139, U.S.A, Pages 185-203, 1981 (Horn and Schunk 1981) Horn K.P., Schunck, B.G.: Determining Optical Flow, Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA 02139, U.S.A, Pages 185-203, 1981
Zurück zum Zitat (Hertzberg et al. 2012) Hertzberg, J., Lingemann K., Nüchter, A.: Mobile Robotics – An introduction from a computer science perspective (in German), Springer Vieweg Publisher, Berlin Heideberg, 2012 (Hertzberg et al. 2012) Hertzberg, J., Lingemann K., Nüchter, A.: Mobile Robotics – An introduction from a computer science perspective (in German), Springer Vieweg Publisher, Berlin Heideberg, 2012
Zurück zum Zitat (Hudelmaier and Schmidt 2013) Hudelmaier, P., Schmidt, K.: Chip Solutions For Driver Assistance Systems, ATZ elektronik 03/2013, Pages 48–52 (Hudelmaier and Schmidt 2013) Hudelmaier, P., Schmidt, K.: Chip Solutions For Driver Assistance Systems, ATZ elektronik 03/2013, Pages 48–52
Zurück zum Zitat (Hunt et al. 1996) Hunt, K. J., Haas, R., Kalkkuhl, J.: Local Controller Network for autonomous vehicle steering, Control Engineering Practice, 1996 (Hunt et al. 1996) Hunt, K. J., Haas, R., Kalkkuhl, J.: Local Controller Network for autonomous vehicle steering, Control Engineering Practice, 1996
Zurück zum Zitat (Jain 2000), Jain, A. K.: Fundamentals of Digital Image Processing, Prentice Hall Publ., 2000 (Jain 2000), Jain, A. K.: Fundamentals of Digital Image Processing, Prentice Hall Publ., 2000
Zurück zum Zitat (Javed et al. 2002) Javed, O., Shah, M.: Tracking and object classification for automated surveillance, In: Proc. of ECCV, Pages 343–357, 2002 (Javed et al. 2002) Javed, O., Shah, M.: Tracking and object classification for automated surveillance, In: Proc. of ECCV, Pages 343–357, 2002
Zurück zum Zitat (Johri 2016) Johri, S.: Attack Surfaces in Connected Cars, Class paper, Car IT and Cybersecurity class, IIIT-B, 2016 (Johri 2016) Johri, S.: Attack Surfaces in Connected Cars, Class paper, Car IT and Cybersecurity class, IIIT-B, 2016
Zurück zum Zitat (Johanning and Mildner 2015) Johanning, V., Mildner, R.: Car IT Compact, Springer Publ., 2015 (Johanning and Mildner 2015) Johanning, V., Mildner, R.: Car IT Compact, Springer Publ., 2015
Zurück zum Zitat (Joshi 2009) Joshi, M. A.: Digital Image Processing - An Algorithmic Approach, PHI Learning, New Delhi, 2009 (Joshi 2009) Joshi, M. A.: Digital Image Processing - An Algorithmic Approach, PHI Learning, New Delhi, 2009
Zurück zum Zitat (Jung and Kalmar 2015) Jung, C., Kalmar, R.: Re-interpret Data Security – the Data Gold and Business Models, ATZ elektronik, 04/2015 (Jung and Kalmar 2015) Jung, C., Kalmar, R.: Re-interpret Data Security – the Data Gold and Business Models, ATZ elektronik, 04/2015
Zurück zum Zitat (Kaplan 2016) Kaplan, J.: Artificial Intelligence, Oxford University Press, 2016 (Kaplan 2016) Kaplan, J.: Artificial Intelligence, Oxford University Press, 2016
Zurück zum Zitat (Karmann et al.1990) Karmann K.-P., Brandt A.: Moving object Recognition using and adaptive background memory. In: Time-Varying Image Processing and Moving Object Recognition, Pages 289–307. V. Cappellini, Ed: Elsevier Science Publishers, 1990 (Karmann et al.1990) Karmann K.-P., Brandt A.: Moving object Recognition using and adaptive background memory. In: Time-Varying Image Processing and Moving Object Recognition, Pages 289–307. V. Cappellini, Ed: Elsevier Science Publishers, 1990
Zurück zum Zitat (Kiencke and Nielsen 2005) Kiencke, U., Nielsen, L.: Automotive Control Systems: For Engine, Driveline, and Vehicle. Springer Publ., 2005 (Kiencke and Nielsen 2005) Kiencke, U., Nielsen, L.: Automotive Control Systems: For Engine, Driveline, and Vehicle. Springer Publ., 2005
Zurück zum Zitat (Klauda et al. 2015) Klauda, M., Schaffert, M., Logospiris, A., Piel, G., Kappel, S., Ihle, M., Setting the Course for 2020 – change of paradigms in E/E architecture. ATZ elektronik, Pages 17–22, Springer Vieweg Publ., 02/2015 (Klauda et al. 2015) Klauda, M., Schaffert, M., Logospiris, A., Piel, G., Kappel, S., Ihle, M., Setting the Course for 2020 – change of paradigms in E/E architecture. ATZ elektronik, Pages 17–22, Springer Vieweg Publ., 02/2015
Zurück zum Zitat (Lang 2015) Lang, M.: High Degree of Integration of ADAS Functions into One Central Platform Controller, ATZ elektronik, Vol 10, 04/2015, Pages 40–43, Springer Vieweg Publ., 2015 (Lang 2015) Lang, M.: High Degree of Integration of ADAS Functions into One Central Platform Controller, ATZ elektronik, Vol 10, 04/2015, Pages 40–43, Springer Vieweg Publ., 2015
Zurück zum Zitat (Lamparth and Bähren 2014) Lamparth, O., Bähren, F.: From The Connected To The Autonomous Car. ATZ elektronik, Vol 9, 05/2014, Pages 36–39, Springer Vieweg Publ., 2014 (Lamparth and Bähren 2014) Lamparth, O., Bähren, F.: From The Connected To The Autonomous Car. ATZ elektronik, Vol 9, 05/2014, Pages 36–39, Springer Vieweg Publ., 2014
Zurück zum Zitat (Lu and Zhang 2007) Lu, S., Zhang, J.: Detecting unattended packages through human activity recognition and object association, PR Vol. 40, No. 8, Pages 2173–2184, 08/2007 (Lu and Zhang 2007) Lu, S., Zhang, J.: Detecting unattended packages through human activity recognition and object association, PR Vol. 40, No. 8, Pages 2173–2184, 08/2007
Zurück zum Zitat (Markoff 2016) Markoff, J.: Artificial Intelligence Swarms Silicon Valley on Wings and Wheels, The New York Times online. July 17th 2016. Available from: http://nyti.ms/2a0Awys (Markoff 2016) Markoff, J.: Artificial Intelligence Swarms Silicon Valley on Wings and Wheels, The New York Times online. July 17th 2016. Available from: http://​nyti.​ms/​2a0Awys
Zurück zum Zitat (Matheus and Königseder 2015), Matheus, K., Königseder, T.: Automotive Ethernet, Cambridge University Press, 2015 (Matheus and Königseder 2015), Matheus, K., Königseder, T.: Automotive Ethernet, Cambridge University Press, 2015
Zurück zum Zitat (Maurer et al. 2015) Maurer, M., Gerdes, C. J., Lenz, B., Winner, H. (Ed): Autonomous driving, technical, legal and social aspects, Springer Vieweg Publ., 2015 (Maurer et al. 2015) Maurer, M., Gerdes, C. J., Lenz, B., Winner, H. (Ed): Autonomous driving, technical, legal and social aspects, Springer Vieweg Publ., 2015
Zurück zum Zitat (Müller and Haas 2014) Müller, M. and Haas, R.: Study on Automotive Electronics, Magility GmbH, 2014 (Müller and Haas 2014) Müller, M. and Haas, R.: Study on Automotive Electronics, Magility GmbH, 2014
Zurück zum Zitat (Nause and Höwing 2016) Nause, M., Höwing, F.: Functional Security as a Model for Software Development in Automotive Security, ATZ elektronik, 03/2014 (Nause and Höwing 2016) Nause, M., Höwing, F.: Functional Security as a Model for Software Development in Automotive Security, ATZ elektronik, 03/2014
Zurück zum Zitat (Navet and Simonot-Lion 2009) Navet, N., Simonot-Lion, F.: Automotive Embedded Systems Handbook. CRC Press, 2009 (Navet and Simonot-Lion 2009) Navet, N., Simonot-Lion, F.: Automotive Embedded Systems Handbook. CRC Press, 2009
Zurück zum Zitat (Ogata 2004) Ogata, K.: Discrete-Time Control Systems, Pearson Education, 2004 (Ogata 2004) Ogata, K.: Discrete-Time Control Systems, Pearson Education, 2004
Zurück zum Zitat (Orth et al. 2014) Orth, P., Jentges, M., Sternberg, P., Richenhagen, J.: Software Architecture and Development Tool Chain for the Drive Train, ATZ elektronik, 01/2014 (Orth et al. 2014) Orth, P., Jentges, M., Sternberg, P., Richenhagen, J.: Software Architecture and Development Tool Chain for the Drive Train, ATZ elektronik, 01/2014
Zurück zum Zitat (Paar 2015) Paar, C.: The future lies in a better encryption, Interview with C. Paar, ATZ elektronik, Vol. 3, Pages 22–24, Springer Vieweg Publ., 2015 (Paar 2015) Paar, C.: The future lies in a better encryption, Interview with C. Paar, ATZ elektronik, Vol. 3, Pages 22–24, Springer Vieweg Publ., 2015
Zurück zum Zitat (Pickhard et al. 2015) Pickhard, F., Emele, M., Burton, S., Wollinger, T.: New thinking for safely networked vehicles (in German). ATZ elektronik, 7/2015 (Pickhard et al. 2015) Pickhard, F., Emele, M., Burton, S., Wollinger, T.: New thinking for safely networked vehicles (in German). ATZ elektronik, 7/2015
Zurück zum Zitat (Pickhard 2016) Pickhard, F.: Measuring everything – Big Data in Automotive Engineering (in German). ATZ elektronik, 02/2016, Volume 11, Issue 1, pp 66–66 (Pickhard 2016) Pickhard, F.: Measuring everything – Big Data in Automotive Engineering (in German). ATZ elektronik, 02/2016, Volume 11, Issue 1, pp 66–66
Zurück zum Zitat (Pratap 2006) Pratap, R.: Getting Started With Matlab. 7- A Quick Introduction for Scientists and Engineers. Oxford University Press, 2006 (Pratap 2006) Pratap, R.: Getting Started With Matlab. 7- A Quick Introduction for Scientists and Engineers. Oxford University Press, 2006
Zurück zum Zitat (Proakis and Manolakis 2007) Proakis, J. G., Manolakis, D. G.: Digital Signal Processing, Prentice-Hall, Inc., 2007 (Proakis and Manolakis 2007) Proakis, J. G., Manolakis, D. G.: Digital Signal Processing, Prentice-Hall, Inc., 2007
Zurück zum Zitat (Reif 2014) Reif, K. (Ed.): Driving stabilization systems and driver assistance systems. Springer-Vieweg Publ., 2016 (Reif 2014) Reif, K. (Ed.): Driving stabilization systems and driver assistance systems. Springer-Vieweg Publ., 2016
Zurück zum Zitat (Rembor et al. 2009) Rembor F., Kopp, T., Herzog, S., Gugenhen, S.: Flexray – a Beginners’ Guideline, ATZ elektronik, Vol 4, 03/2009, Pages 16–21, Springer Vieweg Publ., 2009 (Rembor et al. 2009) Rembor F., Kopp, T., Herzog, S., Gugenhen, S.: Flexray – a Beginners’ Guideline, ATZ elektronik, Vol 4, 03/2009, Pages 16–21, Springer Vieweg Publ., 2009
Zurück zum Zitat (Reuss et al. 2015) Reuss, H.-C., Meyer, G., Meurer, M.: Roadmap 2030 Synergies of Electromobility and Automated Driving, ATZ elektronik, 2015 (Reuss et al. 2015) Reuss, H.-C., Meyer, G., Meurer, M.: Roadmap 2030 Synergies of Electromobility and Automated Driving, ATZ elektronik, 2015
Zurück zum Zitat (Reuter 2015) Reuter, A.: Data security is a must for functional security (in German), ATZ elektronik, 02/2015 (Reuter 2015) Reuter, A.: Data security is a must for functional security (in German), ATZ elektronik, 02/2015
Zurück zum Zitat (Rich and Knight 1991) Rich, E., Knight, K.: Artificial Intelligence. Mc GrawHill Publ. 1991 (Rich and Knight 1991) Rich, E., Knight, K.: Artificial Intelligence. Mc GrawHill Publ. 1991
Zurück zum Zitat (Ridder et al. 1995) Ridder, C., Munkelt, O., Kirchner, H.: Adaptive Background Estimation and Foreground Detection using Kalman-Filtering. In: Process of Int. Conf. on recent Advances in Mechatronics. ICRAM’95, UNESCO Chair on Mechatronics, Pages 193–199, 1995 (Ridder et al. 1995) Ridder, C., Munkelt, O., Kirchner, H.: Adaptive Background Estimation and Foreground Detection using Kalman-Filtering. In: Process of Int. Conf. on recent Advances in Mechatronics. ICRAM’95, UNESCO Chair on Mechatronics, Pages 193–199, 1995
Zurück zum Zitat (Russell and Norvig 2016) Russel, S., Norvig, P.: Artificial Intelligence: A Modern Approach. Pearson Education, 3rd edition, 2016 (Russell and Norvig 2016) Russel, S., Norvig, P.: Artificial Intelligence: A Modern Approach. Pearson Education, 3rd edition, 2016
Zurück zum Zitat (Schäfer 2010) Schäfer, W.: Software Development - Introduction for the Most Demanding (in German). Addison-Wesley Publ., 2010 (Schäfer 2010) Schäfer, W.: Software Development - Introduction for the Most Demanding (in German). Addison-Wesley Publ., 2010
Zurück zum Zitat (Schill and Springer 2012) Schill, A., Springer, T.: Distributed Systems – Fundamentals and core technologies. Springer Publ., 2012 (Schill and Springer 2012) Schill, A., Springer, T.: Distributed Systems – Fundamentals and core technologies. Springer Publ., 2012
Zurück zum Zitat (Seeck 2015) Seeck, A. Don’t expect too much (in German), Discussion at the 1st International ATZ Conference in Frankfurt - From Driver Assistance systems to Autonomous Driving, ATZ elektronik 3/2015 (Seeck 2015) Seeck, A. Don’t expect too much (in German), Discussion at the 1st International ATZ Conference in Frankfurt - From Driver Assistance systems to Autonomous Driving, ATZ elektronik 3/2015
Zurück zum Zitat (Serio and Wollschläger 2015) Serio, G., Wollschläger, D.: Networked Automotive Defense Strategies in the Fight against Cyberattacks (in German). ATZ elektronik, 06/2015 (Serio and Wollschläger 2015) Serio, G., Wollschläger, D.: Networked Automotive Defense Strategies in the Fight against Cyberattacks (in German). ATZ elektronik, 06/2015
Zurück zum Zitat (Siciliano et al. 2010) Sciliano, B., Sciavicco, L., Villan, L., Oriolo, G.: Robotics – Modelling, Planning and Control, Springer Publ., 2010 (Siciliano et al. 2010) Sciliano, B., Sciavicco, L., Villan, L., Oriolo, G.: Robotics – Modelling, Planning and Control, Springer Publ., 2010
Zurück zum Zitat (Siebenpfeiffer 2014) Siebenpfeiffer, W. (Ed.): Networked Automobile – Safety, Car IT, Concepts (in German). Springer Publ., 2014 (Siebenpfeiffer 2014) Siebenpfeiffer, W. (Ed.): Networked Automobile – Safety, Car IT, Concepts (in German). Springer Publ., 2014
Zurück zum Zitat (Silberschatz et al. 2010) Silberschatz, A., Galvin, P., Gagne, G.: Applied Operating System Concepts, Wiley Publ., 2010 (Silberschatz et al. 2010) Silberschatz, A., Galvin, P., Gagne, G.: Applied Operating System Concepts, Wiley Publ., 2010
Zurück zum Zitat (Singer and Friedman 2014) Singer P.W., Friedman, A.: Cybersecurity and Cyberwar: What Everyone Needs to Know, Oxford University Press, 2014 (Singer and Friedman 2014) Singer P.W., Friedman, A.: Cybersecurity and Cyberwar: What Everyone Needs to Know, Oxford University Press, 2014
Zurück zum Zitat (Steinmüller 2008) Steinmüller, J: Image analysis – From image processing to spatial interpretation of images, Springer Publ., 2008 (Steinmüller 2008) Steinmüller, J: Image analysis – From image processing to spatial interpretation of images, Springer Publ., 2008
Zurück zum Zitat (Streichert and Traub 2012) Streichert, T., Traub, M.: Electric/Electronics Architectures in Automobiles (in German). Springer, Publ., 2012 (Streichert and Traub 2012) Streichert, T., Traub, M.: Electric/Electronics Architectures in Automobiles (in German). Springer, Publ., 2012
Zurück zum Zitat (Sushravya 2016) Sushravya, G.M.: Cybersecurity risks in Advanced Driver Assistance Systems, Class paper, Car IT and Cybersecurity class, IIIT-B, 2016 (Sushravya 2016) Sushravya, G.M.: Cybersecurity risks in Advanced Driver Assistance Systems, Class paper, Car IT and Cybersecurity class, IIIT-B, 2016
Zurück zum Zitat (Thiele et al. 2013) Thiele, D., Ernst, R., Diemer, J., Richter, K.: Cooperating On Real-Time Capable Ethernet Architecture. In: Vehicles, ATZ elektronik 05/2013, Pages 40–44, Springer Publ., 2013 (Thiele et al. 2013) Thiele, D., Ernst, R., Diemer, J., Richter, K.: Cooperating On Real-Time Capable Ethernet Architecture. In: Vehicles, ATZ elektronik 05/2013, Pages 40–44, Springer Publ., 2013
Zurück zum Zitat (Tanenbaum and Bos 2015) Tanenbaum, A. S., Bos, H.: Modern Operating Systems. 4th edition, Pearson Publ., 2015 (Tanenbaum and Bos 2015) Tanenbaum, A. S., Bos, H.: Modern Operating Systems. 4th edition, Pearson Publ., 2015
Zurück zum Zitat (Tanenbaum and Van Steen 2017) Tanenbaum, A. S., Van Steen, M.: Distributed Systems Principles and Paradigms. 3rd edition, Pearson Publ., 2017 (Tanenbaum and Van Steen 2017) Tanenbaum, A. S., Van Steen, M.: Distributed Systems Principles and Paradigms. 3rd edition, Pearson Publ., 2017
Zurück zum Zitat (Vahid and Givargis 2001) Vahid, F., Givargis, T.: Embedded System Design, A Unified Hardware/Software Introduction, Wiley and Sons Publ., 2003 (Vahid and Givargis 2001) Vahid, F., Givargis, T.: Embedded System Design, A Unified Hardware/Software Introduction, Wiley and Sons Publ., 2003
Zurück zum Zitat (Vivekanandan et al. 2013) Vivekanandan, B., Bavishi, H., Paranjpe, K.: Preventing malfunctions. In: E/E systems, ATZ extra, Pages 72–74, 10/2013 (Vivekanandan et al. 2013) Vivekanandan, B., Bavishi, H., Paranjpe, K.: Preventing malfunctions. In: E/E systems, ATZ extra, Pages 72–74, 10/2013
Zurück zum Zitat (Weiß et al. 2016) Weiß, G., Schleiß, P., Drabek, C.: Fail-operational E/E Architecture for Highly-automated Driving Functions. ATZ elektronik, Vol 11, 03/2016, Pages 16–21, Springer Vieweg Publ., 2016 (Weiß et al. 2016) Weiß, G., Schleiß, P., Drabek, C.: Fail-operational E/E Architecture for Highly-automated Driving Functions. ATZ elektronik, Vol 11, 03/2016, Pages 16–21, Springer Vieweg Publ., 2016
Zurück zum Zitat (Weimerskirch 2016) Weimerskirch, A.: Cybersecurity for Networked and Automated Vehicles (in German). ATZ elektronik, 03/2016 (Weimerskirch 2016) Weimerskirch, A.: Cybersecurity for Networked and Automated Vehicles (in German). ATZ elektronik, 03/2016
Zurück zum Zitat (Winner et al. 2009) Winner, H., Hakuli, S., Lotz, F., Singer, C. (Eds.): Handbook Driver Assistance Systems (in German). Springer Vieweg Publ., 2015 (Winner et al. 2009) Winner, H., Hakuli, S., Lotz, F., Singer, C. (Eds.): Handbook Driver Assistance Systems (in German). Springer Vieweg Publ., 2015
Metadaten
Titel
Advanced Driver Assistance Systems and Autonomous Driving
verfasst von
Dietmar P. F. Möller
Roland E. Haas
Copyright-Jahr
2019
DOI
https://doi.org/10.1007/978-3-319-73512-2_11