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Transportation Letters
The International Journal of Transportation Research
Volume 14, 2022 - Issue 1
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Review

A review of the critical elements and development of real-world connected vehicle testbeds around the world

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References

  • Abu-Lebdeh, G., and R. Benekohal. 1997. “Development of Traffic Control and Queue Management Procedures for Oversaturated Arterials.” Transportation Research Record: Journal of the Transportation Research Board 1603: 119–127.
  • Administration, N. H. T. S. 2011. “USDOT Connected Vehicle Research Program: Vehicle-to-vehicle Safety Application Research Plan.” Dot Hs 811: 373.
  • Aghabayk, K., M. Sarvi, and W. Young. 2012. “"Understanding The Dynamics Of Heavy Vehicle Interactions in Car-following,".” Journal Of Transportation Engineering 138 (12): 1468-1475.
  • Ahmane, M., A. Abbas-Turki, F. Perronnet, J. Wu, A. El Moudni, J. Buisson, and R. Zeo. 2013. “Modeling and Controlling an Isolated Urban Intersection Based on Cooperative Vehicles.” Transportation Research Part C: Emerging Technologies 28: 44–62. doi:https://doi.org/10.1016/j.trc.2012.11.004.
  • Ahn, K., H. Rakha, and D. K. Hale. 2015. Multi-Modal Intelligent Traffic Signal Systems (MMITSS) Impacts Assessment. United States: Department of Transportation. Intelligent Transportation.
  • Ahn, K., H. A. Rakha, K. Kang, and G. Vadakpat. 2016. “Multimodal Intelligent Traffic Signal System Simulation Model Development and Assessment.” Transportation Research Record: Journal of the Transportation Research Board 2558 (1): 92–102. doi:https://doi.org/10.3141/2558-09.
  • Anderson, J. M., K. Nidhi, K. D. Stanley, P. Sorensen, C. Samaras, and O. A. Oluwatola. 2014. Autonomous Vehicle Technology: A Guide for Policymakers. Rand Corporation.
  • Ashton, K. 2009. “That ‘Internet Of Things’ Thing.” Rfid Journal 22 (7): 97–114.
  • Asselin-Miller, N., M. Biedka, G. Gibson, F. Kirsch, N. Hill, B. White, and K. Uddin. 2016. “Study on the Deployment of C-ITS in Europe: Final Report.” Report for DG MOVE MOVE/C 3: 2014–2794.
  • Association, G. A. 2018. “White Paper on ITS Spectrum Utilization in the Asia Pacific Region”. 5GAA Automotive Association.
  • Bagloee, S. A., and M. Asadi. 2016. “Crash Analysis at Intersections in the CBD: A Survival Analysis Model.” Transportation Research Part A: Policy and Practice 94: 558–572.
  • Bagloee, S. A., M. Sarvi, M. Patriksson, and A. Rajabifard. 2017. “A Mixed User-equilibrium and System-optimal Traffic Flow for Connected Vehicles Stated as A Complementarity Problem.” Computer-Aided Civil and Infrastructure Engineering 32 (7): 562–580. doi:https://doi.org/10.1111/mice.12261.
  • Bagloee, S. A., M. Sarvi, and M. Wallace. 2016. “Bicycle Lane Priority: Promoting Bicycle as a Green Mode Even in Congested Urban Area.” Transportation Research Part A: Policy and Practice 87: 102–121.
  • Bagloee, S. A., M. Tavana, M. Asadi, and T. Oliver. 2016. “Autonomous Vehicles: Challenges, Opportunities, and Future Implications for Transportation Policies.” Journal of Modern Transportation 24 (4): 284–303. doi:https://doi.org/10.1007/s40534-016-0117-3.
  • Balke, K., (TTI), M. Lukuc (TTI), B. Kuhn (TTI), M. Burris (TTI), J. Zmud (TTI), A. Morgan (Kittelson), K. Passetti (Kittelson), et al. 2018a. “Connected Vehicle Pilot Deployment Independent Evaluation: Mobility, Environmental, and Public Agency Efficiency (MEP) Refined Evaluation Plan-Tampa”.
  • Balke, K. N., M. Lukuc, B. T. Kuhn, M. W. Burris, J. Zmud, A. Morgan, K. A. Passetti, et al. 2018b. Connected Vehicle Pilot Deployment Program Independent Evaluation: Mobility, Environmental, and Public Agency Efficiency Refined Evaluation Plan - New York City, United States. Dept. of Transportation. ITS Joint Program Office.
  • Balke, K. N., T. Szymkowski, R. Marsters, A. Morgan, B. T. Kuhn, and M. Lukuc. 2019. Connected Vehicle Pilot Deployment Program Independent Evaluation: Data Plan – Wyoming, Texas A&M Transportation Institute AB.
  • Bandyopadhyay, D., and J. Sen. 2011. “Internet of Things: Applications and Challenges in Technology and Standardization.” Wireless Personal Communications 58 (1): 49–69. doi:https://doi.org/10.1007/s11277-011-0288-5.
  • Beak, B., K. L. Head, and Y. Feng. 2017. “Adaptive Coordination Based on Connected Vehicle Technology.” Transportation Research Record: Journal of the Transportation Research Board 2619 (1): 1–12. doi:https://doi.org/10.3141/2619-01.
  • Bennett, R., R. Marsters, T. Szymkowski, and K. N. Balke. 2018. Connected Vehicle Pilot Deployment Independent Evaluation: Mobility. Environmental, and Public Agency Efficiency (MEP) Refined Evaluation Plan-Wyoming, Refined Evaluation Plan-Wyoming.In, United States. Department of Transportation. Intelligent Transportation .
  • Boban, M., T. T. Vinhoza, M. Ferreira, J. Barros, and O. K. Tonguz. 2010. “Impact of Vehicles as Obstacles in Vehicular Ad Hoc Networks.” IEEE Journal on Selected Areas in Communications 29 (1): 15–28. doi:https://doi.org/10.1109/JSAC.2011.110103.
  • Burhan, M., R. A. Rehman, B. Khan, and B.-S. Kim. 2018. “Iot Elements, Layered Architectures and Security Issues: a Comprehensive Survey.” Sensors 18 (9): 27-96. doi:https://doi.org/10.3390/s18092796.
  • Chang, H.-J., and G.-T. Park. 2013. “A Study on Traffic Signal Control at Signalized Intersections in Vehicular Ad Hoc Networks.” Ad Hoc Networks 11 (7): 2115–2124. doi:https://doi.org/10.1016/j.adhoc.2012.02.013.
  • Commission, U. F. C. 1998. “Intelligent Transportation Services Report and Order”. R&O FCC, pp. 99–305.
  • —. Dedicated short range communications report and order. 2003. R&O FCC, pp. 3–324.
  • Committee, D. 2009. Dedicated Short Range Communications (DSRC) Message Set Dictionary, Tech. Rep. J2735_200911. Warrendale, PA, USA: Soc. Automotive Eng.
  • Committee, T. S. A. April 2018. “Telecommunications Standards Advisory Committee (TSAC), Technical Specification, Short Range Devices”. Info-communications Media Development Authority, Info-communications Resource & Technology.
  • Consortium, C. V. S. C. 2005. “Vehicle Safety Communications Project: Task 3 Final Report: Identify Intelligent Vehicle Safety Applications Enabled by DSRC.” In National Highway Traffic Safety Administration. Washington DC: US Department of Transportation.
  • contributors, W. “Environmental Impact of Transport”. Wikipedia, The Free Encyclopedia. Accessed 10 July, 2017.
  • Cooperative, I. XXXX. “Corridor Joint Deployment”. Technical report.
  • Da Xu, L., W. He, and S. Li. 2014. “Internet of Things in Industries: A Survey.” IEEE Transactions on Industrial Informatics 10 (4): 2233–2243. doi:https://doi.org/10.1109/TII.2014.2300753.
  • Datesh, J., W. T. Scherer, and B. L. Smith. 2011. “Using K-means Clustering to Improve Traffic Signal Efficacy in an IntelliDrive SM Environment”. In Integrated and Sustainable Transportation System (FISTS), 2011 IEEE Forum on Integrated and Sustainable Transportation Systems, IEEE, pp. 122–127.
  • Ding, J., Q. He, L. Head, F. Saleem, and W. Wu. 2013. “Development and Testing of Priority Control System in Connected Vehicle Environment”. In Transportation Research Board 92nd Annual Meeting,  Washington DC, United States.
  • Dion, F., and P. R. Robinson. 2011. “VII Data Use Analysis and Processing (DUAP).” In Revised Final Project Report. Lansing: Institute, Ann Arbor, Michigan Department of Transportation.
  • Lisa Boch-Andersen. “Connected Car Technology: Cellular V2X Outperforms DSRC/ITS-G5 in Comprehensive Tests as Mobility Industry Moves Towards 5G”. Accessed 11 June, 2019. https://www.prnewswire.com/news-releases/connected-car-technology-cellular-v2x-outperforms-dsrc-its-g5-in-comprehensive-tests-as-mobility-industry-moves-towards-5g-854688653.html
  • Emami, A., M. Sarvi, and S. Asadi Bagloee. 2019. “A Neural Network Algorithm for Queue Length Estimation Based on the Concept of K-leader Connected Vehicles.” Journal of Modern Transportation 27 (4): 341–354. doi:https://doi.org/10.1007/s40534-019-00200-y.
  • Emami, A., M. Sarvi, and S. A. Bagloee. 2019. “Short-term Traffic Flow Prediction Based on Faded Memory Kalman Filter Fusing Data from Connected Vehicles and Bluetooth Sensors.” Simulation Modelling Practice and Theory 102025. doi:https://doi.org/10.1016/j.simpat.2019.102025.
  • Esposito, M.-C. 2016. “SCOOP@ IdF: Implementation of Cooperative Systems for a Road Operator.” Transportation Research Procedia 14: 4582–4591. doi:https://doi.org/10.1016/j.trpro.2016.05.381.
  • Evansholger, J., H. Kehoefrank, P. Zografosleidos, and V. Reston. 2014. “Costs and Benefits of Public-Sector Deployment of Vehicle-to-Infrastructure Technologies FINAL REPORT”.
  • Farradyne, P. 2005. “Vehicle Infrastructure Integration (Vii)-architecture and Functional Requirements.” Draft Version 1.
  • Federal Ministry for Transport, I. a. T. C-ITS Strategy Austria. Accessed 26 July, 2017. https://www.bmvit.gv.at/en/service/publications/transport/downloads/citsstategy.pdf
  • Feng, Y., K. L. Head, S. Khoshmagham, and M. Zamanipour. 2015a. “A Real-time Adaptive Signal Control in A Connected Vehicle Environment.” Transportation Research Part C: Emerging Technologies 55: 460–473. doi:https://doi.org/10.1016/j.trc.2015.01.007.
  • Feng, Y., M. Zamanipour, K. L. Head, and S. Khoshmagham. 2016. “Connected Vehicle–Based Adaptive Signal Control and Applications.” Transportation Research Record: Journal of the Transportation Research Board 2558 (1): 11–19. doi:https://doi.org/10.3141/2558-02.
  • Feng, Y., S. Khoshmagham, M. Zamanipour, and K. L. Head. 2015b. “A Real-time Adaptive Signal Phase Allocation Algorithm in A Connected Vehicle Environment”. Transportation Research Board 94th Annual Meeting.
  • Fujimoto, A., K. Sakai, M. Ogawa, S. Hamada, S. Handa, M. Matsumoto, and K. Takahashi. 2008. “Toward Realization of Smartway in Japan”. In 15th World Congress on Intelligent Transport Systems and ITS America’s 2008 Annual Meeting, AmericaERTICOITS JapanTransCore.
  • Gartner, N. H. 1983. OPAC: A Demand-responsive Strategy for Traffic Signal Control,  U.S. Dept. Transp., Washington, DC, Transp. Res.Record 906.
  • Gartner, N. H., F. J. Pooran, and C. M. Andrews. 2001. “Implementation of the OPAC Adaptive Control Strategy in a Traffic Signal Network”. In: Proceedings of the 2001IEEE Intelligent Transportation Systems Conference, Oakland, CA, USA, pp. 195–200.
  • Giusto, D. A. L., G. Morabito, and L. Atzori, Eds.. 2010. The Internet of Things. 20th Tyrrhenian workshop on digital communications. Springer Science & Business Media.
  • Goodall, N., B. Smith, and B. Park. 2013. “Traffic Signal Control with Connected Vehicles.” Transportation Research Record: Journal of the Transportation Research Board 2381 (1): 65–72. doi:https://doi.org/10.3141/2381-08.
  • Gradinescu, V., C. Gorgorin, R. Diaconescu, V. Cristea, and L. Iftode. 2007. “Adaptive Traffic Lights Using Car-to-car Communication”. In Vehicular Technology Conference, 2007. VTC2007-Spring. IEEE 65th, IEEE, pp. 21–25.
  • Guler, S. I., M. Menendez, and L. Meier. 2014. “Using Connected Vehicle Technology to Improve the Efficiency of Intersections.” Transportation Research Part C: Emerging Technologies 46: 121–131. doi:https://doi.org/10.1016/j.trc.2014.05.008.
  • Hartenstein, H., and K. Laberteaux. 2009. VANET Vehicular Applications and Inter-networking Technologies.  (Vol. 1). -Wiley Online Library.
  • He, Q. 2010. Robust-intelligent Traffic Signal Control within a Vehicle-to-infrastructure and Vehicle-to-vehicle Communication Environment. PhD dissertation. University of Arizona, Tucson.
  • He, Q., K. Head, and J. Ding. 2011. “Heuristic Algorithm for Priority Traffic Signal Control.” Transportation Research Record: Journal of the Transportation Research Board 2259 (1): 1–7. doi:https://doi.org/10.3141/2259-01.
  • He, Q., K. L. Head, and J. Ding. 2012. “PAMSCOD: Platoon-based Arterial Multi-modal Signal Control with Online Data.” Transportation Research Part C: Emerging Technologies 20 (1): 164–184. doi:https://doi.org/10.1016/j.trc.2011.05.007.
  • He, Q., K. L. Head, and J. Ding. 2014. “Multi-modal Traffic Signal Control with Priority.” Signal Actuation and Coordination. Transportation Research Part C: Emerging Technologies 46: 65–82. doi:https://doi.org/10.1016/j.trc.2014.05.001.
  • Hirai, S., H. Hatakenaka, and Y. Manabe. 2007. Public-private joint research to realization of advanced road services.In, SAE Technical Paper.
  • Hu, J., B. Park, and A. Parkany. 2014. “Transit Signal Priority with Connected Vehicle Technology.” Transportation Research Record: Journal of the Transportation Research Board 2418 (1): 20–29. doi:https://doi.org/10.3141/2418-03.
  • Hu, J., B. B. Park, and Y.-J. Lee. 2015. “Coordinated Transit Signal Priority Supporting Transit Progression under Connected Vehicle Technology.” Transportation Research Part C: Emerging Technologies 55: 393–408. doi:https://doi.org/10.1016/j.trc.2014.12.005.
  • Hu, J., B. B. Park, and Y.-J. Lee. 2016. “Transit Signal Priority Accommodating Conflicting Requests under Connected Vehicles Technology.” Transportation Research Part C: Emerging Technologies 69: 173–192. doi:https://doi.org/10.1016/j.trc.2016.06.001.
  • Hunt, P., D. Robertson, R. Bretherton, and M. C. Royle. 1982. “The SCOOT On-line Traffic Signal Optimisation Technique.” Traffic Engineering & Control 23 (4), pp. 190–199.
  • Insider, B. 2019. “Waymo Could Be Worth as Much $175 Billion — Here’s a Brief History of the Google Car Project”. Accessed 18 June.
  • Islam, S. M. A. B. A., and A. Hajbabaie. 2017. “Distributed Coordinated Signal Timing Optimization in Connected Transportation Networks.” Transportation Research Part C: Emerging Technologies 80: 272–285. doi:https://doi.org/10.1016/j.trc.2017.04.017.
  • John, A. 2008. “Vehicle-infrastructure Integration (VII) Initiative Benefit-cost Analysis Version 2.3 (Draft).in, Technical Report. FHWA, US Department of Transportation”.
  • Karimpour, M., A. Karimpour, K. Kompany, and A. Karimpour. 2017. “Online Traffic Prediction Using Time Series: A Case Study.” In Integral Methods in Science and Engineering. Birkhäuser, Cham Vol. 2, 147–156. Springer.
  • Karnouskos, S. 2012. “Asset Monitoring in the Service-oriented Internet of Things Empowered Smartgrid.” Service Oriented Computing and Applications 6 (3): 207–214. doi:https://doi.org/10.1007/s11761-012-0102-6.
  • Kenney, J. B. 2011. “Dedicated Short-range Communications (DSRC) Standards in the United States.” Proceedings of the IEEE 99 (7): 1162–1182. doi:https://doi.org/10.1109/JPROC.2011.2132790.
  • Khoshmagham, S. 2016. Real Time Performance Observation and Measurement in A Connected Vehicle Environment. The University of Arizona, Arizona.
  • Kulik, J., W. Heinzelman, and H. Balakrishnan. 2002. “Negotiation-based Protocols for Disseminating Information in Wireless Sensor Networks.” Wireless Networks 8 (2/3): 169–185. doi:https://doi.org/10.1023/A:1013715909417.
  • Larry, K., and B. Mirchandani. 1992. Hierarchical Framework for Real-Time Traffic Control.
  • Laurendeau, C., and M. Barbeau. 2006. “Threats to Security in DSRC/WAVE”. In International Conference on Ad-Hoc Networks and Wireless, Springer, Berlin, Heidelberg, pp. 266–279.
  • Lee, J., and B. Park. 2012. “Development and Evaluation of a Cooperative Vehicle Intersection Control Algorithm under the Connected Vehicles Environment.” IEEE Transactions on Intelligent Transportation Systems 13 (1): 81–90. doi:https://doi.org/10.1109/TITS.2011.2178836.
  • Lee, J., B. Park, and I. Yun. 2013. “Cumulative Travel-time Responsive Real-time Intersection Control Algorithm in the Connected Vehicle Environment.” Journal of Transportation Engineering 139 (10): 1020–1029. doi:https://doi.org/10.1061/(ASCE)TE.1943-5436.0000587.
  • Lee, Y.-J., S. Dadvar, J. Hu, and B. B. Park. 2017. “Transit Signal Priority Experiment in a Connected Vehicle Technology Environment.” Journal of Transportation Engineering, Part A: Systems 143 (8): 05017005. doi:https://doi.org/10.1061/JTEPBS.0000062.
  • Li, L., D. Wen, and D. Yao. 2014. “A Survey of Traffic Control with Vehicular Communications.” IEEE Transactions on Intelligent Transportation Systems 15 (1): 425–432. doi:https://doi.org/10.1109/TITS.2013.2277737.
  • Liao, C.-F., and G. Davis. 2007. “Simulation Study of Bus Signal Priority Strategy: Taking Advantage of Global Positioning System, Automated Vehicle Location System, and Wireless Communications.” Transportation Research Record: Journal of the Transportation Research Board 2034 (1): 82–91. doi:https://doi.org/10.3141/2034-10.
  • Ligo, A. K., J. M. Peha, P. Ferreira, and J. Barros. 2017. “"Throughput and Economics Of Dsrc-based Internet Of Vehicles,".” IEEE Access 6: 7276-7290.
  • Liu, Y., F. Dion, and S. Biswas. 1910. “Dedicated Short-range Wireless Communications for Intelligent Transportation System Applications: State of the Art.” Transportation Research Record: Journal of the Transportation Research Board, No 2005: 29–37.
  • Lomax, T., D. Schrank, and S. Turner. 2011. Annual Urban Mobility Report. Texas Transportation Institute, Texas A&M University.
  • Lu, N., N. Cheng, N. Zhang, X. Shen, and J. W. Mark. 2014. “Connected Vehicles: Solutions and Challenges.” IEEE Internet of Things Journal 1 (4): 289–299. doi:https://doi.org/10.1109/JIOT.2014.2327587.
  • Makino, H. 2005. “Smartway Project”. Development, Vol. 2005.
  • Mangel, T. 2014. Inter-Vehicle Communication at Intersections: An Evaluation of Ad-Hoc and Cellular Communication. KIT Scientific Publishing, Karlsruhe, Germany.
  • Maslekar, N., J. Mouzna, M. Boussedjra, and H. Labiod. 2013. “CATS: An Adaptive Traffic Signal System Based on Car-to-car Communication.” Journal of Network and Computer Applications 36 (5): 1308–1315. doi:https://doi.org/10.1016/j.jnca.2012.05.011.
  • Miller, H. J., and S.-L. Shaw. 2001. Geographic Information Systems for Transportation: Principles and Applications. New York  Oxford University Press on Demand, Oxford.
  • Mirchandani, P., and L. Head. 2001. “A Real-time Traffic Signal Control System: Architecture, Algorithms, and Analysis.” Transportation Research Part C: Emerging Technologies 9 (6): 415–432. doi:https://doi.org/10.1016/S0968-090X(00)00047-4.
  • Mollenhauer, M., A. M. Noble, and Z. R. Doerzaph. 2016. “Mobile User Interface Development for the Virginia Connected Corridors”.
  • Morgan, A., R. G. Dowling, G. Morrison, M. W. Burris, and K. N. Balke. 2018. Connected Vehicle Pilot Deployment Program Independent Evaluation: Analysis, Modeling, and Simulation Plan-New York City, FHWA-JPO-18-664. US Department of Transportation, ITS Joint Program Office.
  • Mumtaz, S., K. M. S. Huq, M. I. Ashraf, J. Rodriguez, V. Monteiro, and C. Politis. 2015. “Cognitive Vehicular Communication for 5G.” IEEE Communications Magazine 53 (7): 109–117. doi:https://doi.org/10.1109/MCOM.2015.7158273.
  • Nakahara, T., and N. Yumoto. 1997. “ITS Development and Deployment in Japan” .In Intelligent Transportation System, 1997. ITSC’97., IEEE Conference on, IEEE, Boston, MA, USA, USA, pp. 631–636.
  • Ndashimye, E., S. K. Ray, N. I. Sarkar, and J. A. Gutiérrez. 2016. “Vehicle-to-infrastructure Communication over Multi-tier Heterogeneous Networks: A Survey.” Computer Networks 112: 144–66.
  • Nick Asselin-Miller, M. B., G. Gibson, F. Kirsch, N. Hill, B. White, and K. Uddin. February 2016. Study on the Deployment of C-ITS in Europe: Final Report Ricardo Energy (Ref: ED60721- Issue Number 1).
  • Oyama, S., K. Tachikawa, and M. Sato. 2000. “DSRC Standards and ETC Systems Development in Japan”. In Proceedings of the 7th world congress on intelligent systems, Turin, Italy.
  • P, J. S. 2015, “Connected Vehicle Technology Development in Singapore.” Accessed 26 July, 2017. https://www.itu.int/en/ITU-T/extcoop/cits/Documents/Workshop-201507-Beijing/Presentations/S1P1-Jaya-Shankar.pdf
  • Pandit, K., D. Ghosal, H. M. Zhang, and C.-N. Chuah. 2013. “Adaptive Traffic Signal Control with Vehicular Ad Hoc Networks.” IEEE Transactions on Vehicular Technology 62 (4): 1459–1471. doi:https://doi.org/10.1109/TVT.2013.2241460.
  • Parodi, A., M. Maresca, M. Provera, and P. Baglietto. 2016. “An IoT Approach for the Connected Vehicle”. In Internet of Things. IoT Infrastructures: Second International Summit, IoT 360° 2015, Rome, Italy, October 27-29, 2015, Revised Selected Papers, Part II, Springer, pp. 158–161.
  • Pilot, W. C. V. XXXX. “Connected Vehicle Pilot Deployment Program”.
  • Pindilli, E.. 2012. "Applications for the Environment: Real-Time Information Synthesis (AERIS)—Benefit-Cost Analysis," Federal Highway Administration Office, US Department of Transportation: Washington, DC, USA.
  • Plan–Tampa, D. P. XXXX. Connected Vehicle Pilot Deployment Program Phase II.
  • Porche, I., and S. Lafortune. 1999. “Adaptive Look-ahead Optimization of Traffic Signals∗.” Journal of Intelligent Transportation System 4 (3–4): 209–254. doi:https://doi.org/10.1080/10248079908903749.
  • Priemer, C., and B. Friedrich. 2009. “A Decentralized Adaptive Traffic Signal Control Using V2I Communication Data”. Intelligent Transportation Systems, 2009. ITSC’09. 12th International IEEE Conference on Intelligent Transportation Systems, IEEE, St. Louis, MO, USA, pp. 1–6.
  • Putha, R., L. Quadrifoglio, and E. Zechman. 2012. “Comparing Ant Colony Optimization and Genetic Algorithm Approaches for Solving Traffic Signal Coordination under Oversaturation Conditions.” Computer‐Aided Civil and Infrastructure Engineering 27 (1): 14–28. doi:https://doi.org/10.1111/j.1467-8667.2010.00715.x.
  • Qian, Y., K. Lu, and N. Moayeri. 2008. “A Secure VANET MAC Protocol for DSRC Applications”. In IEEE GLOBECOM 2008-2008 IEEE Global Telecommunications Conference, IEEE, New Orleans, LO, USA,  pp. 1–5.
  • Quebe, P., K. N. Balke, B. Storey, and J. Zmud. 2018. Connected Vehicle Pilot Deployment Program Independent Evaluation: Financial Evaluation Plan.(No. FHWA-JPO-18-673). United States. Department of Transportation. Intelligent Transportation Systems Joint Program Office.
  • Sakanaka, Y. 2010. “ITS Radio Systems in Japan”. In P]. ETSI, 2nd ETSI TC ITS Workshop, pp. 10–12.
  • Salter, R. J., and J. Shahi. 1979. Prediction of Effects of Bus-priority Schemes by Using Computer Simulation Techniques.Transportation Research Record, Washington District of Columbia, United States 718, pp.1-5
  • Sandro Berndt, T. G., Bundesanstalt für Straßenwesen, Guillem Bernatallada, Suzanne Hoadley, Onno Tool, Fred Verweij, Matěj Malý, Paul Spaanderman, Teodor Buburuzan, Niels Peter Skov Andersen, Richard Wisbrun. 2016. “State of the art analysis of c-its deployment”. Accessed 26 July, 2017. http://www.codecs-project.eu/fileadmin/user_upload/Library/D2_2_CODECS_State-of-the-Art_Analysis_of_C-ITS_Deployment_.pdf
  • Sarvi, M., and M. Kuwahara. 2008. “Using Its to Improve The Capacity Of Freeway Merging Sections by Transferring Freight Vehicles,".” IEEE Transactions on Intelligent Transportation Systems 9 (4): 580-588. doi:https://doi.org/10.1109/TITS.2008.2006812.
  • Sarvi, M., M. Kuwahara, and A. Ceder. 2004. “"Freeway Ramp Merging Phenomena in Congested Traffic Using Simulation Combined with a Driving Simulator,".” Computer-aided Civil and Infrastructure Engineering 19 (5): 351-363.
  • Sarvi, M., M. Kuwahara, and A. Ceder. 2007. “"Observing Freeway Ramp Merging Phenomena in Congested Traffic,".” Journal Of Advanced Transportation 41 (2): 145-170.
  • Shaghaghi, E., M. R. Jabbarpour, R. M. Noor, H. Yeo, and J. J. Jung. 2017. “Adaptive Green Traffic Signal Controlling Using Vehicular Communication.” Frontiers of Information Technology & Electronic Engineering 18 (3): 373–393. doi:https://doi.org/10.1631/FITEE.1500355.
  • Shladover, S. E. 2007. “PATH at 20—History and Major Milestones.” IEEE Transactions on Intelligent Transportation Systems 8 (4): 584–592. doi:https://doi.org/10.1109/TITS.2007.903052.
  • Sims, A. G. 1979. “The Sydney Coordinated Adaptive Traffic System”. In Engineering Foundation Conference on Research Directions in Computer Control of Urban Traffic Systems, Pacific Grove, California, USA.
  • So, J. (Jason), -J. Y.-J. Moon, and Y. S. Hong. 2017. “A Korea’s Testbed For Automated Vehicles: Focusing On The Facilities And Test Scenarios.” Accessed 11 July, 2017. https://higherlogicdownload.s3.amazonaws.com/AUVSI/14c12c18-fde1-4c1d-8548-035ad166c766/UploadedImages/2017/PDFs/Proceedings/BOs/Bo12-0.pdf
  • transportation, U. s. d. o. DSRC: The Future of Safer Driving. Accessed July, 2017.
  • Transportation, U. S. D. o. “Data Capture and Management (DCM)”. Accessed 18 July, 2017c. https://www.its.dot.gov/research_archives/data_capture/index.htm
  • Transportation, U. S. D. o. “AERIS Research Program Overview”. Accessed 19 July, 2017a. https://www.its.dot.gov/research_archives/aeris/index.htm
  • Transportation, U. S. D. o. “Connected Vehicles”. Accessed 18 July, 2017a. https://www.its.dot.gov/research_areas/connected_vehicle.htm
  • Transportation, U. S. D. o. “Connected Vehicle Applications”. Accessed 18 July, 2017b. https://www.its.dot.gov/pilots/cv_pilot_apps.htm
  • Transportation, U. S. D. o. “New York City (NYC) DOT Pilot”. Accessed 31 July, 2017b. https://www.its.dot.gov/pilots/pilots_nycdot.htm
  • Transportation, U. S. D. o. “Road Weather Connected Vehicle Applications”. Accessed 19 July, 2017c. https://www.its.dot.gov/research_archives/road_weather/index.htm
  • Tse, D., and P. Viswanath. 2005. Fundamentals of Wireless Communication. Cambridge, U.K, Cambridge university press.
  • Uhlemann, E. 2017. “Initial Steps toward a Cellular Vehicle-to-Everything Standard [Connected Vehicles].” IEEE Vehicular Technology Magazine 12 (1): 14–19. doi:https://doi.org/10.1109/MVT.2016.2641139.
  • Ukkusuri, S., K. Doan, and H. A. Aziz. 2013. “A Bi-level Formulation for the Combined Dynamic Equilibrium Based Traffic Signal Control.” Procedia-Social and Behavioral Sciences 80: 729–752. doi:https://doi.org/10.1016/j.sbspro.2013.05.039.
  • University of Arizona (Lead), U. o. C. P. P., Savari Networks, Inc. Econolite. September 2016. Multi-Modal Intelligent Traffic Signal System– Phase II: System Development, Deployment and Field Test.
  • University of Arizona, U. o. C. P. P., Savari Networks, Inc., Econolite. 2016. Multi-modal Intelligent Traffic Signal system—Phase II: System Development, Deployment and Field Test. University of Virginia Center for Transportation Studies, Tucson, AZ.
  • Van Duren, D., S. Cadzow, J. Petit, W. Whyte, and R. Rausch. 2016. Connected Vehicle Pilot Deployment Program Phase 2, Data Privacy Plan–New York City.(No. FHWA-JPO-17-453). United States. Department of Transportation. Intelligent Transportation Systems Joint Program Offic.
  • Viray, R., A. Sarkar, and Z. Doerzaph. 2016. “Virginia Connected Vehicle Test Bed System Performance (V2I System Performance)”.
  • Wall, J. 2013. “The CITI Project: Building Australia’s First Cooperative Intelligent Transport System Test Facility for Safety Applications.” In Australasian Road Safety Research Policing Education Conference, Brisbane, Queensland, Australia.
  • Wallace, R., A. Spulber, E. Paul, and P. E. Dennis “International Scan of Connected and Automated Vehicle Technology Deployment Efforts”. Accessed 26 July, 2017. http://www.cargroup.org/publication/international-scan-of-connected-and-automated-vehicle-technology-deployment-efforts/
  • Wang, Y., W. Ma, W. Yin, and X. Yang. 2014. “Implementation and Testing of Cooperative Bus Priority System in Connected Vehicle Environment: Case Study in Taicang City, China.” Transportation Research Record: Journal of the Transportation Research Board 2424 (1): 48–57. doi:https://doi.org/10.3141/2424-06.
  • Wang, Y., X. Yang, L. Huang, and L. Zhang. 2013. “A Phase-by-phase Traffic Control Policy at Isolated Intersection Based on Cooperative Vehicle-infrastructure System.” Procedia-Social and Behavioral Sciences 96: 1987–1996.
  • Wells, B., and R. Berg. 2014. Connected Commercial Vehicles—Retrofit Safety Device Kit Project: Safety Applications and Development Plan.No. FHWA-JPO-14-106. United States. Department of Transportation. Intelligent Transportation Systems Joint Program Offic.
  • WIKI, S.-F.-N. “SISCOGA”. Accessed 10 June, 2019. http://wiki.fot-net.eu/index.php/SISCOGA
  • Wortmann, F., and K. Flüchter. 2015. “Internet of Things.” Business & Information Systems Engineering 57 (3): 221–224. doi:https://doi.org/10.1007/s12599-015-0383-3.
  • Xu, Z. G., X. C. Li, X. M. Zhao, M. H. Zhang, and Z. R. Wang. 2017. “DSRC versus 4G-LTE for Connected Vehicle Applications: A Study on Field Experiments of Vehicular Communication Performance.” Journal of Advanced Transportation 2017: 1–10. doi:https://doi.org/10.1155/2017/2750452.
  • National Highway Traffic Safety Administration. “Fatality Analysis Reporting System.” Accessed 5 July, 2017. https://www-fars.nhtsa.dot.gov/Main/index.aspx
  • Yamaha, H. 2007. “Development of Next-generation Road Services on SMARTWAY Project.” In Proc. 14th World congress on intelligent transport systems (ITS),Beijing
  • Yang, X., L. Huang, Y. Wang, R. Du, J. Wang, and F. Yang. 2012. A Prototype of A Cooperative Vehicle Infrastructure System: Proof of Concept-case Study in Tongji University.inProceedings of the Transportation ResearchBoard 91st Annual Meeting, Washington, DC, USA,
  • YUN, I. L. S. O. O., H. K. Baek Nam, S. Jaehyun, and S. Par. XXXX. “Development of K-City for Autonomous Vehicle Tes”. http://easts2017.com/uploads/download/PP2116.pdf
  • Zamanipour, M., K. L. Head, and Y. Feng. 2016. “Efficient Priority Control Model for Multimodal Traffic Signals.” Transportation Research Record: Journal of the Transportation Research Board 2557 (1): 86–99. doi:https://doi.org/10.3141/2557-09.
  • Zamanipour, M., L. Head, and J. Ding. 2014. “Priority System for Multimodal Traffic Signal Control”. In Transportation Research Board 93rd Annual Meeting.
  • Zeadally, S., R. Hunt, Y.-S. Chen, A. Irwin, and A. Hassan. 2012. “Vehicular Ad Hoc Networks (VANETS): Status, Results, and Challenges.” Telecommunication Systems 50 (4): 217–241. doi:https://doi.org/10.1007/s11235-010-9400-5.
  • Zeng, X., K. N. Balke, and P. Songchitruksa. 2012. Potential Connected Vehicle Applications to Enhance Mobility, Safety, and Environmental Security. No. SWUTC/12/161103-1. Southwest Region University Transportation Center (US).
  • Zeng, X., X. Sun, Y. Zhang, and L. Quadrifoglio. 2015. “Person-Based Adaptive Priority Signal Control with Connected-Vehicle Information.” Transportation Research Record: Journal of the Transportation Research Board 2487 (1): 78–87. doi:https://doi.org/10.3141/2487-07.
  • Zhang, T., and L. Delgrossi. 2012. Vehicle Safety Communications: Protocols, Security, and Privacy. Vol. 103. Somerset, NJ, USA, John Wiley & Sons.
  • Zhu, N., T. Diethe, M. Camplani, L. Tao, A. Burrows, N. Twomey, D. Kaleshi, M. Mirmehdi, P. Flach, and I. Craddock. 2015. “Bridging E-health and the Internet of Things: The Sphere Project.” IEEE Intelligent Systems 30 (4): 39–46. doi:https://doi.org/10.1109/MIS.2015.57.
  • Zmud, J., K. Balke, and M. Lukuc. 2017. Connected Vehicle Pilot Deployment Program Independent Evaluation Stakeholder Acceptance Evaluation Plan.No. FHWA-JPO-18-656. United States. Dept. of Transportation. ITS Joint Program Office
  • Zmud, J., K. Balke, and M. Lukuc. 2018. Connected Vehicle Pilot Deployment Program Independent Evaluation: Stakeholder Survey/Interview Guide-New York City.FWHA-JPO-18-658. US Department of Transportation, ITS Joint Program Office. Washington, DC
  • Zmud, J., (TTI), and K. B. T. Mike Lukuc (TTI). 2018. “Connected Vehicle Pilot Deployment Independent Evaluation: Stakeholder Survey/Interview Guide— Tampa (THEA).”.

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