Abstract
In this discussion chapter, we consider two topics: (i) The application of the famous Kuhn’s theory about the structure of scientific revolutions to transportation science. (ii) The importance of understanding real traffic for the analysis of the effect of autonomous driving on future vehicular traffic.
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Notes
- 1.
We refer here to the 4th edition of the famous Kuhn’s book [28] firstly published in 1962.
- 2.
See pages 149 and 150 of [28].
- 3.
See [37].
- 4.
See pages 150 and 151 of [28].
- 5.
This expectation is confirmed by a recent book by Rehborn et al. [40] written by practical traffic engineers working in industry. Additionally, we should also mention that accordingly Max Planck’s conclusion that “... a new generation grows up that is familiar with” the three-phase traffic theory, already now there are many research papers made in the framework of the three-phase traffic theory (see, e.g., [6, 12,13,14,15,16,17, 27, 29, 38, 41, 46, 50,51,52, 54,55,56]).
- 6.
There is a huge number of publications devoted to mixed traffic flow (see, e.g., [1,2,3,4,5, 7, 8, 11, 18,19,20,21, 30,31,36, 39, 43,44,45, 47, 48]). In particular, there exist a large series of papers by the well-known and massive “Automated Highway System” project involving the US government and a large number of transportation researchers [1, 2], EU projects [11], and projects made in Germany [3]. A consortium of researches all over the world performed extensive and pioneering research into autonomous and automated driving vehicle systems (see references to these extensive research, for example, in reviews and books by Ioannou [18], Ioannou and Sun [19], Ioannou and Kosmatopoulos [20], Shladover [43], Rajamani [39], Meyer and Beiker [36], Bengler et al. [4], and Van Brummelen et al. [47]).
- 7.
- 8.
- 9.
- 10.
- 11.
TPACC–Three-traffic-Phase Adaptive Cruise Control. One of the most important features of TPACC is the existence of the indifferent zone for car-following of the three-phase traffic theory. The indifferent zone for car-following of the three-phase traffic theory will be defined and considered in Sect. A.1.1 of Appendix A. A theory of the effect of TPACC vehicles on traffic breakdown at a bottleneck can be found in [23, 24, 26].
- 12.
To explain this statement, we should note that the mean time headway (see the definition of the term time headway in Appendix A) in vehicular traffic can reach values 1–2 s or less. Even for an autonomous driving vehicle in which there is a possibility for driver control of the vehicle, none of the passengers is able to take the vehicle under control during the short time interval 1–2 s.
- 13.
References
Automated Highway Systems, http://www.seminarsonly.com/Civil_Engineering/automated-highway-systems.php
Automated Highway Systems, https://seminarprojects.blogspot.de/2012/01/detailed-report-on-automated-highway.html
Automatisches Fahren, http://www.tuvpt.de/index.php?id=foerderung000
K. Bengler, K. Dietmayer, B. Farber, M. Maurer, Ch. Stiller, H. Winner, IEEE Intell. Transp. Syst. Mag. 6, 6–22 (2014)
L.C. Davis, Phys. Rev. E 69, 066110 (2004)
L.C. Davis, Phys. A 387, 6395–6410 (2008)
L.C. Davis, Phys. A 405, 128–139 (2014)
L.C. Davis, Phys. A 451, 320–332 (2016)
L.C. Davis, Phys. A 555, 124743 (2020)
L.C. Davis, Phys. A 562, 125402 (2021)
European Roadmap Smart Systems for Automated Driving (2015), https://www.smart-systems-integration.org/public/documents/
D.-J. Fu, Q.-L. Li, R. Jiang, B.-H. Wang, Phys. A 559, 125075 (2020)
K. Gao, R. Jiang, S.-X. Hu, B.-H. Wang, Q.-S. Wu, Phys. Rev. E 76, 026105 (2007)
S. He, W. Guan, L. Song, Phys. A 389, 825–836 (2010)
X.-J. Hu, X.-T. Hao, H. Wang, Z. Su, F. Zhang, Phys. A 545, 123725 (2020)
X.-J. Hu, F. Zhang, J. Lu, M.-Y. Liu, Y.-F. Ma, Q. Wan, Phys. A 527, 121176 (2019)
X.-j. Hu, H. Liu, X. Hao, Z. Su Z. Yang, Phys. A 563, 125495 (2021)
P.A. Ioannou (ed.), Automated Highway Systems (Plenum Press, New York, 1997)
P.A. Ioannou, J. Sun, Robust Adaptive Control (Prentice Hall Inc, Upper Saddle River, 1996)
P.A. Ioannou, E.B. Kosmatopoulos, in Wiley Encyclopedia of Electrical and Electronics Engineering, ed. by J.G. Webster (Wiley, New York, 2000), https://doi.org/10.1002/047134608X.W1002
P.A. Ioannou, C.C. Chien, IEEE Trans. Veh. Technol. 42, 657–672 (1993)
B.S. Kerner, Procedia Comput. Sci. 130, 785–790 (2018)
B.S. Kerner, Phys. Rev. E 97, 042303 (2018)
B.S. Kerner, in Complex Dynamics of Traffic Management, ed. by B.S. Kerner. Encyclopedia of Complexity and Systems Science Series (Springer, New York, 2019), pp. 343–385
B.S. Kerner, in Complex Dynamics of Traffic Management, ed. by B.S. Kerner. Encyclopedia of Complexity and Systems Science Series (Springer, New York, 2019), pp. 195–283
B.S. Kerner, Phys. A 562, 125315 (2021)
S. Kokubo, J. Tanimoto, A. Hagishima, Phys. A 390, 561–568 (2011)
T.S. Kuhn, The Structure of Scientific Revolutions, 4th edn. (The University of Chicago Press, Chicago, 2012)
H.K. Lee, R. Barlović, M. Schreckenberg, D. Kim, Phys. Rev. Lett. 92, 238702 (2004)
W. Levine, M. Athans, IEEE Trans. Autom. Control 11, 355–361 (1966)
C.-Y. Liang, H. Peng, Veh. Syst. Dyn. 32, 313–330 (1999)
C.-Y. Liang, H. Peng, J.S.M.E. Jnt, J. Ser. C 43, 671–677 (2000)
T.-W. Lin, S.-L. Hwang, P. Green, Saf. Sci. 47, 620–625 (2009)
J.-J. Martinez, C. Canudas-do-Wit, IEEE Trans. Control Syst. Technol. 15, 246–258 (2007)
M. Maurer, J.Ch. Gerdes, B. Lenz, H. Winner (eds.), Autonomes Fahren (Springer, Berlin, 2015)
G. Meyer, S. Beiker, Road Vehicle Automation (Springer, Berlin, 2014)
M. Planck, Scientific Autobiography and Other Papers, trans. by F. Gaynor (Williams & Norgate LTD, London, 1950), pp. 33–34
Y.-S. Qian, X. Feng, J.-W. Zeng, Phys. A 479, 509–526 (2017)
R. Rajamani, in Vehicle Dynamics and Control. Mechanical Engineering Series (Springer, Boston, 2012)
H. Rehborn, M. Koller, S. Kaufmann, Data-Driven Traffic Engineering: Understanding of Traffic and Applications Based on Three-Phase Traffic Theory (Elsevier, Amsterdam, 2021)
F. Rempe, P. Franeck, U. Fastenrath, K. Bogenberger, Transp. Res. C 85, 644–663 (2017)
X. Shan, P. Hao, K. Boriboonsomsin, G. Wu, M. Barth, X. Chen, Transp. Res. A 118, 25–37 (2018)
S.E. Shladover, Veh. Syst. Dyn. 24, 551–595 (1995)
D. Swaroop, J.K. Hedrick, IEEE Trans. Autom. Control 41, 349–357 (1996)
D. Swaroop, J.K. Hedrick, S.B. Choi, IEEE Trans. Veh. Technol. 50, 150–161 (2001)
J.-F. Tian, C.-Q. Zhu, R. Jiang, in Complex Dynamics of Traffic Management, ed. by B.S. Kerner. Encyclopedia of Complexity and Systems Science Series (Springer, New York, 2019), pp. 313–342
J. Van Brummelen, M. O’Brien, D. Gruyer, H. Najjaran, Transp. Res. C 89, 384–406 (2018)
P. Varaiya, IEEE Trans. Autom. Control 38, 195–207 (1993)
J.-P. Wang, H.-J. Huang, X. Ban, Phys. A 524, 354–361 (2019)
J.J. Wu, H.J. Sun, Z.Y. Gao, Phys. Rev. E 78, 036103 (2008)
H. Yang, J. Lu, X.-J. Hu, J. Jiang, Phys. A 392, 4009–4018 (2013)
H. Yang, X. Zhai, C. Zheng, Phys. A 509, 567–577 (2018)
L. Ye, T. Yamamoto, Phys. A 512, 588–597 (2018)
J.-W. Zeng, Y.-S. Qian, Z. Lv, F. Yin, L. Zhu, Y. Zhang, D. Xu, Phys. A 574, 125918 (2021)
J.-W. Zeng, Y.-S. Qian, S.-B. Yu, X.-T. Wei, Phys. A 530, 121567 (2019)
H.-T. Zhao, L. Lin, C.-P. Xu, Z.-X. Li, X. Zhao, Phys. A 553, 124213 (2020)
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Kerner, B.S. (2021). Discussion and Outlook. In: Understanding Real Traffic. Springer, Cham. https://doi.org/10.1007/978-3-030-79602-0_12
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