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2019 | OriginalPaper | Buchkapitel

Multi-resolution Traffic Simulation for Large-Scale High-Fidelity Evaluation of VANET Applications

verfasst von : Manuel Schiller, Marius Dupius, Daniel Krajzewicz, Andreas Kern, Alois Knoll

Erschienen in: Simulating Urban Traffic Scenarios

Verlag: Springer International Publishing

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Abstract

This paper presents an approach for coupling traffic simulators of different resolutions in order to conduct virtual evaluations of advanced driver assistance systems based on vehicular ad hoc networks that are both large scale and a high fidelity. The emphasis is put on the need for such an attempt to satisfy the constraint of performing simulations in real time. Both the methods to accomplish this as well as the resulting performance are described.

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Literatur
1.
Zurück zum Zitat Gietelink O, Ploeg J, De Schutter B, Verhaegen M (2006) Development of advanced driver assistance systems with vehicle hardware-in-the-loop simulations. Veh Syst Dyn 44(7):569–590CrossRef Gietelink O, Ploeg J, De Schutter B, Verhaegen M (2006) Development of advanced driver assistance systems with vehicle hardware-in-the-loop simulations. Veh Syst Dyn 44(7):569–590CrossRef
2.
Zurück zum Zitat Hou Y, Zhao Y, Hulme KF, Huang S, Yang Y, Sadek AW, Qiao C (2014) An integrated traffic-driving simulation framework: design, implementation, and validation. Transp Res Part C: Emerging Technol 45:138–153. issn 0968-090XCrossRef Hou Y, Zhao Y, Hulme KF, Huang S, Yang Y, Sadek AW, Qiao C (2014) An integrated traffic-driving simulation framework: design, implementation, and validation. Transp Res Part C: Emerging Technol 45:138–153. issn 0968-090XCrossRef
3.
Zurück zum Zitat Olstam J (2009) Simulation of surrounding vehicles in driving simulators, PhD thesis, Linköpings universitet, Kommunikations- och transportsystem. In: Linköping Studies in Science and Technology. Dissertations, no. 1248 Olstam J (2009) Simulation of surrounding vehicles in driving simulators, PhD thesis, Linköpings universitet, Kommunikations- och transportsystem. In: Linköping Studies in Science and Technology. Dissertations, no. 1248
4.
Zurück zum Zitat Naus G, Vugts R, Ploeg J, van de Molengraft M, Steinbuch M (2010) String-stable cacc design and experimental validation: A frequency-domain approach. IEEE Trans Veh Technol 59(9):4268–4279CrossRef Naus G, Vugts R, Ploeg J, van de Molengraft M, Steinbuch M (2010) String-stable cacc design and experimental validation: A frequency-domain approach. IEEE Trans Veh Technol 59(9):4268–4279CrossRef
5.
Zurück zum Zitat Hoogendoorn SP, Bovy PH (2001) State-of-the-art of vehicular traffic flow modelling. Proc Inst Mech Eng Part I J Syst Control Eng 215(4):283–303CrossRef Hoogendoorn SP, Bovy PH (2001) State-of-the-art of vehicular traffic flow modelling. Proc Inst Mech Eng Part I J Syst Control Eng 215(4):283–303CrossRef
6.
Zurück zum Zitat Ni D (2006) A framework for new generation transportation simulation. In: Proceedings of the 38th conference on winter simulation, ser. WSC ’06. plus 0.5em minus 0.4em winter simulation conference, pp 1508–1514 Ni D (2006) A framework for new generation transportation simulation. In: Proceedings of the 38th conference on winter simulation, ser. WSC ’06. plus 0.5em minus 0.4em winter simulation conference, pp 1508–1514
7.
Zurück zum Zitat Sommer C, German R, Dressler F (2011) Bidirectionally coupled network and road traffic simulation for improved IVC analysis. IEEE Trans Mob Comput 10(1):3–15CrossRef Sommer C, German R, Dressler F (2011) Bidirectionally coupled network and road traffic simulation for improved IVC analysis. IEEE Trans Mob Comput 10(1):3–15CrossRef
8.
Zurück zum Zitat Ros FJ, Martinez JA, Ruiz PM (2014) A survey on modeling and simulation of vehicular networks: communications, mobility, and tools. Comput Commun 43:1–15CrossRef Ros FJ, Martinez JA, Ruiz PM (2014) A survey on modeling and simulation of vehicular networks: communications, mobility, and tools. Comput Commun 43:1–15CrossRef
9.
Zurück zum Zitat Booysen MJ, Zeadally S, Van Rooyen G-J (2013) Impact of neighbor awareness at the MAC layer in a vehicular ad-hoc network (vanet). In: 2013 IEEE 5th international symposium on wireless vehicular communications (WiVeC), plus 0.5em minus 0.4em. IEEE, New York, pp 1–5 Booysen MJ, Zeadally S, Van Rooyen G-J (2013) Impact of neighbor awareness at the MAC layer in a vehicular ad-hoc network (vanet). In: 2013 IEEE 5th international symposium on wireless vehicular communications (WiVeC), plus 0.5em minus 0.4em. IEEE, New York, pp 1–5
10.
Zurück zum Zitat Sommer C, Krul R, German R, Dressler F (2010) Emissions versus travel time: simulative evaluation of the environmental impact of its. In: 71st IEEE vehicular technology conference (VTC2010-Spring). plus 0.5em minus 0.4em. Taipei, Taiwan: IEEE, pp 1–5 Sommer C, Krul R, German R, Dressler F (2010) Emissions versus travel time: simulative evaluation of the environmental impact of its. In: 71st IEEE vehicular technology conference (VTC2010-Spring). plus 0.5em minus 0.4em. Taipei, Taiwan: IEEE, pp 1–5
11.
Zurück zum Zitat Davis PK, Hillestad R (1993) Families of models that cross levels of resolution: Issues for design, calibration and management. In: Proceedings of the 25th conference on winter simulation. plus 0.5em minus 0.4em. ACM, pp 1003–1012 Davis PK, Hillestad R (1993) Families of models that cross levels of resolution: Issues for design, calibration and management. In: Proceedings of the 25th conference on winter simulation. plus 0.5em minus 0.4em. ACM, pp 1003–1012
12.
Zurück zum Zitat Flötteröd G, Nagel K (2007) High speed combined micro/macro simulation of traffic flow. In: IEEE intelligent transportation systems conference, ITSC, pp 1114–1119 Flötteröd G, Nagel K (2007) High speed combined micro/macro simulation of traffic flow. In: IEEE intelligent transportation systems conference, ITSC, pp 1114–1119
13.
Zurück zum Zitat Rieck D, Schünemann B, Radusch I, Meinel C (2010) Efficient traffic simulator coupling in a distributed v2x simulation environment. In: Proceedings of the 3rd international ICST conference on simulation tools and techniques, ser. SIMUTools ’10. plus 0.5em minus 0.4em. ICST, Brussels, Belgium, Belgium: ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering), pp 72:1–72:9 Rieck D, Schünemann B, Radusch I, Meinel C (2010) Efficient traffic simulator coupling in a distributed v2x simulation environment. In: Proceedings of the 3rd international ICST conference on simulation tools and techniques, ser. SIMUTools ’10. plus 0.5em minus 0.4em. ICST, Brussels, Belgium, Belgium: ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering), pp 72:1–72:9
14.
Zurück zum Zitat Potuzak T (2013) Issues of parallel hybrid nanoscopic/microscopic road traffic simulation. In: EUROCON. IEEE, New York, pp 614–621 Potuzak T (2013) Issues of parallel hybrid nanoscopic/microscopic road traffic simulation. In: EUROCON. IEEE, New York, pp 614–621
15.
Zurück zum Zitat Navarro L, Flacher F, Corruble V (2011) Dynamic level of detail for large scale agent-based urban simulations. In: The 10th international conference on autonomous agents and multiagent systems - Volume 2, ser. AAMAS ’11. plus 0.5em minus 0.4em. Richland, SC: International Foundation for Autonomous Agents and Multiagent Systems, pp 701–708 Navarro L, Flacher F, Corruble V (2011) Dynamic level of detail for large scale agent-based urban simulations. In: The 10th international conference on autonomous agents and multiagent systems - Volume 2, ser. AAMAS ’11. plus 0.5em minus 0.4em. Richland, SC: International Foundation for Autonomous Agents and Multiagent Systems, pp 701–708
16.
Zurück zum Zitat Olstam J, Elyasi-Pour R (2013) Combining traffic and vehicle simulation for enhanced evaluations of powertrain related adas for trucks,. In: 2013 16th international IEEE conference on intelligent transportation systems - (ITSC), pp 851–856 Olstam J, Elyasi-Pour R (2013) Combining traffic and vehicle simulation for enhanced evaluations of powertrain related adas for trucks,. In: 2013 16th international IEEE conference on intelligent transportation systems - (ITSC), pp 851–856
17.
Zurück zum Zitat Pereira JLF, Rossetti RJF (2012) An integrated architecture for autonomous vehicles simulation. In: SAC, Ossowski S, Lecca P (eds) plus 0.5em minus 0.4em. ACM, pp 286–292 Pereira JLF, Rossetti RJF (2012) An integrated architecture for autonomous vehicles simulation. In: SAC, Ossowski S, Lecca P (eds) plus 0.5em minus 0.4em. ACM, pp 286–292
18.
Zurück zum Zitat Krajzewicz D, Erdmann J, Behrisch M, Bieker L (2012) Recent development and applications of SUMO - Simulation of Urban MObility. Int J Adv Syst Meas 5(3&4):128–138 Krajzewicz D, Erdmann J, Behrisch M, Bieker L (2012) Recent development and applications of SUMO - Simulation of Urban MObility. Int J Adv Syst Meas 5(3&4):128–138
19.
Zurück zum Zitat Krajzewicz D (2013) Summary on publications citing SUMO, 2002–2012. In: 1st SUMO user conference - SUMO 2013. DLR. SUMO2013 - 1st SUMO user conference, 2013, Berlin, Germany. ISSN 1866-721X Krajzewicz D (2013) Summary on publications citing SUMO, 2002–2012. In: 1st SUMO user conference - SUMO 2013. DLR. SUMO2013 - 1st SUMO user conference, 2013, Berlin, Germany. ISSN 1866-721X
20.
Zurück zum Zitat Krauss S, Wagner P, Gawron C (1997) Metastable states in a microscopic model of traffic flow. Phys Rev E 55:5597–5602CrossRef Krauss S, Wagner P, Gawron C (1997) Metastable states in a microscopic model of traffic flow. Phys Rev E 55:5597–5602CrossRef
21.
Zurück zum Zitat von Neumann-Cosel K, Dupuis M, Weiss C (2009) Virtual test drive - provision of a consistent tool-set for [d,h,s,v]-in-the-loop. In: Proceedings of the driving simulation conference Monaco von Neumann-Cosel K, Dupuis M, Weiss C (2009) Virtual test drive - provision of a consistent tool-set for [d,h,s,v]-in-the-loop. In: Proceedings of the driving simulation conference Monaco
22.
Zurück zum Zitat Treiber M, Hennecke A, Helbing D (2000) Congested traffic states in empirical observations and microscopic simulations. Phys Rev E 62(2):1805CrossRef Treiber M, Hennecke A, Helbing D (2000) Congested traffic states in empirical observations and microscopic simulations. Phys Rev E 62(2):1805CrossRef
23.
Zurück zum Zitat Wegener A, Piórkowski M, Raya M, Hellbrück H, Fischer S, Hubaux J-P (2008) Traci: an interface for coupling road traffic and network simulators. In: Proceedings of the 11th communications and networking simulation symposium, ser. CNS ’08. plus 0.5em minus 0.4em. ACM, New York, pp 155–163 Wegener A, Piórkowski M, Raya M, Hellbrück H, Fischer S, Hubaux J-P (2008) Traci: an interface for coupling road traffic and network simulators. In: Proceedings of the 11th communications and networking simulation symposium, ser. CNS ’08. plus 0.5em minus 0.4em. ACM, New York, pp 155–163
24.
Zurück zum Zitat Reynolds PF Jr, Natrajan A, Srinivasan S (1997) Consistency maintenance in multiresolution simulation. ACM Trans. Model. Comput. Simul. 7(3):368–392CrossRef Reynolds PF Jr, Natrajan A, Srinivasan S (1997) Consistency maintenance in multiresolution simulation. ACM Trans. Model. Comput. Simul. 7(3):368–392CrossRef
25.
Zurück zum Zitat Krauß S (1998) Microscopic modeling of traffic flow: investigation of collision free vehicle dynamics, PhD thesis Krauß S (1998) Microscopic modeling of traffic flow: investigation of collision free vehicle dynamics, PhD thesis
Metadaten
Titel
Multi-resolution Traffic Simulation for Large-Scale High-Fidelity Evaluation of VANET Applications
verfasst von
Manuel Schiller
Marius Dupius
Daniel Krajzewicz
Andreas Kern
Alois Knoll
Copyright-Jahr
2019
DOI
https://doi.org/10.1007/978-3-319-33616-9_2

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