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Caroline: An Autonomously Driving Vehicle for Urban Environments

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The DARPA Urban Challenge

Abstract

The 2007 DARPA Urban Challenge afforded the golden opportunity for the Technische Universität Braunschweig to demonstrate its abilities to develop an autonomously driving vehicle to compete with the world’s best competitors. After several stages of qualification, our team CarOLO qualified early for the DARPA Urban Challenge Final Event and was among only eleven teams from initially 89 competitors to compete in the final. We had the ability to work together in a large group of experts, each contributing his expertise in his discipline, and significant organisational, financial and technical support by local sponsors who helped us to become the best non-US team.

In this report, we describe the 2007 DARPA Urban Challenge, our contribution ”Caroline”, the technology and algorithms along with her performance in the DARPA Urban Challenge Final Event on November 3, 2007.

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References

  • Basarke, C., Berger, C., Homeier, K., Rumpe, B.: Design and quality assurance of intelligent vehicle functions in the ”virtual vehicle”. Virtual Vehicle Creation (2007a)

    Google Scholar 

  • Basarke, C., Berger, C., Rumpe, B.: Software & systems engineering process and tools for the development of autonomous driving intelligence. Journal of Aerospace Computing, Information, and Communication 4 (2007b)

    Google Scholar 

  • Beck, K.: Extreme Programming Explained: Embrace Change. Addison-Wesley, Reading (2005)

    Google Scholar 

  • Beedle, M., Schwaber, K.: Agile Software Development with Scrum. Prentice-Hall, Englewood Cliffs (2002)

    Google Scholar 

  • Bilmes, J.: A gentle tutorial on the em algorithm and its application to parameter estimation for gaussian mixture and hidden markov models. Technical report (1997)

    Google Scholar 

  • Collins-Sussmann, B., Fitzpatrick, B.W., Pilato, C.M.: Version Control with Subversion. O’Reilly, Sebastopol (2004)

    Google Scholar 

  • Cormen, T.H., Leiserson, C.E., Rivest, R.L., Stein, C.: Introduction to Algorithms, 2nd edn. (2002)

    Google Scholar 

  • DARPA, Technical evaluation criteria (2006)

    Google Scholar 

  • Duda, R.O., Hart, P.E.: Pattern Classification and Scene Analysis. John Wiley & Sons Inc., Chichester (1973)

    MATH  Google Scholar 

  • Edgewall Software, Trac. Edgewall Software (2007)

    Google Scholar 

  • Bradski, G., Adrian Kaehler, V.P.: Learning-based computer vision with intels open source computer vision library, pp. 126–139 (2005)

    Google Scholar 

  • Heikkil, J., Silvn, O.: Calibration procedure for short focal length off-the-shelf ccd cameras. In: 13th International Conference on Pattern Recognition, Vienna, Austria, pp. 166–170 (1996)

    Google Scholar 

  • Kalman, R.E.: A new approach to linear filtering and prediction problems. In: Transactions of the ASME-Journal of Basic Engineering, pp. 35–45 (1960)

    Google Scholar 

  • Liggesmeyer, P.: Software-Qualitaet: Testen, Analysieren und Verifizieren von Software. Spektrum, Akad. Verl. (2002)

    Google Scholar 

  • Nethercote, N., Seward, J.: Valgrind: A program supervising framework. Theoretical Computer Science 89 (2003)

    Google Scholar 

  • OpenCV Website, The open cv library (2007)

    Google Scholar 

  • Pitteway, M.L.V.: Algorithmn for drawing ellipses or hyperbolae with a digital plotter. Computer Journal 10(3), 282–289 (1967)

    Article  Google Scholar 

  • Rosenblatt, J.: DAMN: A Distributed Architecture for Mobile Navigation. PhD thesis, Robotics Institute, Carnegie Mellon University, Pittsburgh, PA (1997)

    Google Scholar 

  • Shafer, G.: A Mathematical Theory of Evidence. Princeton University Press, Princeton (1976)

    MATH  Google Scholar 

  • Shafer, G.: Perspectives on the theory and practice of belief functions. International Journal of Approximate Reasoning (3), 1–40 (1990)

    Google Scholar 

  • Thrun, S., Montemerlo, M., Dahlkamp, H., Stavens, D., Aron, A., Diebel, J., Fong, P., Gale, J., Halpenny, M., Hoffmann, G., Lau, K., Oakley, C., Palatucci, M., Pratt, V., Stang, P., Strohband, S., Dupont, C., Jendrossek, L.-E., Koelen, C., Markey, C., Rummel, C., van Niekerk, J., Jensen, E., Alessandrini, P., Bradski, G., Davies, B., Ettinger, S., Kaehler, A., Nefian, A., Mahoney, P.: Winning the darpa grand challenge. Journal of Field Robotics (2006)

    Google Scholar 

  • Ulrich, I., Nourbakhsh, I.: Appearance-based obstacle detection with monocular color vision. In: Proceedings of the AAAI National Conference on Artificial Intelligence, Austin, TX, pp. 866–871 (2000)

    Google Scholar 

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Rauskolb, F.W. et al. (2009). Caroline: An Autonomously Driving Vehicle for Urban Environments. In: Buehler, M., Iagnemma, K., Singh, S. (eds) The DARPA Urban Challenge. Springer Tracts in Advanced Robotics, vol 56. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-03991-1_11

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  • DOI: https://doi.org/10.1007/978-3-642-03991-1_11

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-03990-4

  • Online ISBN: 978-3-642-03991-1

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