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2018 | OriginalPaper | Chapter

Mobility as a Service Enabled by the Autonomous Driving

Authors : Christian Rakow, Manzoor Ahmed Khan

Published in: Internet of Vehicles. Technologies and Services Towards Smart City

Publisher: Springer International Publishing

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Abstract

The future of transport network fueled by vision of Autonomous driving is expected to revolutionize the classical ways of mobility. In this paper, we focus on enabling the autonomous mobility of specially enabled students within the Technical University Berlin Campus. In this connection, we digitize segments of the roads by deploying various sensors and communication infrastructure for V2X and sensors-to-central cloud communication. We present our vehicle disposition system for the so called “Uni-Shuttle”, which integrates the various sensors information and optimizes the vehicles’ schedules by means of local search operations and meta-heuristics. Our evaluation in a simulated environment shows that our approach is more efficient than a traditional bus with a fixed time-schedule and line network.

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previous chapter HESAVE: An Approach for Online Heuristic GPS Trajectory Sampling

next chapter Adaptive Multiple Task Assignments for UAVs Using Discrete Particle Swarm Optimization

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The vehicle routing problem: state of the art classification and review. Comput. Ind. Eng. 300–313 (2016). https://doi.org/10.1016/j.cie.2015.12.007CrossRef

Bai, W., Quan, J., Fu, L., Gan, X., Wang, X.: Online fair allocation in autonomous vehicle sharing. In: GLOBECOM 2017 - 2017 IEEE Global Communications Conference, pp. 1–6, December 2017. https://doi.org/10.1109/GLOCOM.2017.8254671

Bischoff, J., Maciejewski, M.: Simulation of city-wide replacement of private cars with autonomous taxis in Berlin. In: The 7th International Conference on Ambient Systems, Networks and Technologies (ANT 2016) (2016). https://doi.org/10.1016/j.procs.2016.04.121CrossRef

Burke, E.K., Bykov, Y.: A late acceptance strategy in hill-climbing for exam timetabling problems. In: PATAT 2008 Conference, Montreal, Canada, pp. 1–7 (2008)

Caceres-Cruz, J., Arias, P., Guimarans, D., Riera, D., Juan, A.A.: Rich vehicle routing problem. ACM Comput. Surv. (2), 1–28 (2014). https://doi.org/10.1145/2666003CrossRef

Dantzig, G.B., Ramser, J.H.: The truck dispatching problem. Manag. Sci. (1), 80–91 (1959). https://doi.org/10.1287/mnsc.6.1.80MathSciNetCrossRef

Eksioglu, B., Vural, A.V., Reisman, A.: The vehicle routing problem: a taxonomic review. Comput. Ind. Eng. 57(4), 1472–1483 (2009). https://doi.org/10.1016/j.cie.2009.05.009CrossRef

Jäger, B., Agua, F.M.M., Lienkamp, M.: Agent-based simulation of a shared, autonomous and electric on-demand mobility solution. In: 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC), pp. 250–255, October 2017. https://doi.org/10.1109/ITSC.2017.8317947

Kephart, J.O., Chess, D.M.: The vision of autonomic computing. Computer (1), 41–50 (2003). https://doi.org/10.1109/MC.2003.1160055MathSciNetCrossRef

10.

Khan, M.A., Toker, A.C., Sivrikaya, F., Albayrak, S.: Cooperation-based resource allocation and call admission for wireless network operators. Telecommun. Syst. 51(1), 29–41 (2012). https://doi.org/10.1007/s11235-010-9412-1CrossRef

11.

Lahyani, R., Khemakhem, M., Semet, F.: Rich vehicle routing problems: from a taxonomy to a definition. Eur. J. Oper. Res. 241(1), 1–14 (2015). https://doi.org/10.1016/j.ejor.2014.07.048MathSciNetCrossRefMATH

12.

Lam, A.Y.S., Leung, Y., Chu, X.: Autonomous-vehicle public transportation system: scheduling and admission control. IEEE Trans. Intell. Transp. Syst. 17(5), 1210–1226 (2016). https://doi.org/10.1109/TITS.2015.2513071CrossRef

13.

Ritzinger, U., Puchinger, J., Hartl, R.F.: A survey on dynamic and stochastic vehicle routing problems. Int. J. Prod. Res. 54(1), 215–231 (2016). https://doi.org/10.1080/00207543.2015.1043403CrossRefMATH

14.

Toth, P., Vigo, D., Scheinberg, K.: Vehicle Routing: Problems, Methods, and Applications (2014). https://doi.org/10.1137/1.9781611973594.fm

15.

Yildiz, M., Khan, M.A., Sivrikaya, F., Albayrak, S.: Cooperation incentives based load balancing in UCN: a probabilistic approach. In: 2012 IEEE Global Communications Conference (GLOBECOM), pp. 2746–2752, December 2012. https://doi.org/10.1109/GLOCOM.2012.6503532

Title: Mobility as a Service Enabled by the Autonomous Driving
Authors: Christian Rakow
Manzoor Ahmed Khan
Publisher: Springer International Publishing
Book: Internet of Vehicles. Technologies and Services Towards Smart City
Print ISBN: 978-3-030-05080-1

Electronic ISBN: 978-3-030-05081-8

Copyright Year: 2018
DOI: https://doi.org/10.1007/978-3-030-05081-8_15

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