Developing a Solution for Intelligent Urban Transportation Management Using the Internet of Things

Document Type : Research Note

Authors

1 Faculty of Electrical, Computer and IT Engineering, Islamic Azad University of Qazvin, Qazvin, Iran

2 Department of Management, Faculty of Social Sciences and Economics, Alzahra University, Tehran, Iran

Abstract

The increasing use of technologies based on Internet of Things in cars and other transportation vehicles, as well as innovations in tracking systems and spatial information systems, have created the opportunity to collect tolls on urban roads in a more intelligent, more efficient, and a wider way. Considering the cultural and infrastructure variables in different cities, different approaches have been designed for this purpose, but so far no work has been done in this area in Tehran. Therefore, in this research, a system of hardware and software based on the Internet of things was developed based on GPS / GSM for automated urban tolls in Tehran, which manages the location of a user's car and manages toll payments at any given moment. In addition, in this system, considering the cultural issues in the country, the infrastructure in the metropolis of Tehran, and important issues of the city, the trespass submission system is designed in accordance with the existing surveillance cameras and an infrared-based structure was used to reduce the burden of image processing in order to improve efficiency. The data obtained from this system will have more potential than only the urban toll management.

Keywords


REFERENCES
[1]     Abdul, R., Paul, A., Gul, M., et al. “exploiting small world problems in a SIoT environment.” Energies, 11(8), 2089-2107. (2018).
[2]     Amin, F., Abbasi, R., Rehman, A., et al. “An advanced algorithm for higher network navigation in social Internet of Things using small-world networks.”  Sensors19(9), pp. 2007-2027. (2019).
[3]     Din, S., Paul, A., & Rehman, A. “5G-enabled Hierarchical architecturent for software-defined intelligent transportation system. J. Comput. Netw.150(2019), pp. 81-89.‏ (2019).
[4]     Glaeser, E. L., & Berry, C. R. “Why are smart places getting smarter?” Taubman Center, Policy Brief, 2. Cambridge, MA: John F. Kennedy School of Governent. USA. (2006).
[5]     Yu, M., Zhang, D., Cheng, Y., et al. “An RFID electronic tag based automatic vehicle identification system for traffic IOT applications.” Proc IEEE Conf Decis Control, China. (pp. 4192-4197). (2011, May).
[6]     Mohammadi, A., & Poorzahedy, H. “An Electromagnetism-like Algorithm to Solve Three-dimensional Highway Alignment Problem. Sci. Iran25(6), pp. 2997-3020. (2018).‏
[7]     Huang, L., & Liu, C. “The application mode in urban transportation management based on internet of things.” In Proceedings of the 2nd Int Conf on Comp Sci and Elecs Eng, ICCSEE (pp. 1226-29).‏ (2013, March).
[8]     Firouzi, F., Rahmani, A. M., Mankodiya, K., et al. “Internet-of-Things and big data for smarter healthcare: From device to architecture, applications and analytics.” Future Gener Comput Syst (FGCS). 78(2018), pp. 583-586.‏ (2018).
[9]     Speranza, M. G. “Trends in transportation and logistics.” Eur. J. Oper. Res. 264(3), pp. 830-836. (2018).
[10]  Hussein, W. N., Kamarudin, L. M., Hussain, H. N., et al. “The Prospect of Internet of Things and Big Data Analytics in Transportation System.” J. Phys. Conf. Ser. 1018(1), pp. 012013-012019.‏ (2018, May).
[11]  Liu, C. H., Fan, J., Branch, J. W., et al. “Toward QOI and energy-efficiency in internet-of-things sensory environments.”  IEEE Trans on Emerg Top in Comput, 2(4), pp. 473-487. (2014).
[12]  Whitmore, A., Agarwal, A., & Da Xu, L. “The Internet of Things—A survey of topics and trends.” Inf. Syst. Front. 17(2), pp. 261-274. (2015).
[13]  Miorandi, D., Sicari, S., De Pellegrini, F., et al. “Internet of things: Vision, applications and research challenges” Ad Hoc Netw, 10(7), pp. 1497-1516. (2012).
[14]  Lee, J. H., Phaal, R., & Lee, S. H. “An integrated service-device-technology roadmap for smart city development.” Technol Forecast Soc Change, 80(2), pp. 286-306. (2013).
[15]  Kelarestaghi, K. B., Heaslip, K., & Gerdes, R. “Vehicle Security: Risk Assessment in Transportation.” arXiv preprint arXiv:1804.07381. (2018).
[16]  Singh, B., & Gupta, A. “Recent trends in intelligent transportation systems: a review.” J. Transp. Lit., 9(2), pp. 30-34.‏  (2015).
[17]  Dimitrakopoulos, G., & Demestichas, P. “Intelligent transportation systems.”  Technol. Mag. 5(1), pp. 77-84. (2010).
[18]  Tropartz, S., Horber, E., & Gruner, K. “Experiences and results from vehicle classification using infrared overhead laser sensors at toll plazas in New York City.” In Proc 199 IEEE/IEEJ/JSAI Int Conf on Intell Transp Sys (Cat. No. 99TH8383) IEEE. USA.‏ (pp. 686-691). (1999, October).
[19]  Holguín-Veras, J., & Wang, Q. “Behavioral investigation on the factors that determine adoption of an electronic toll collection system: Freight carriers.” Transp. Res. Part C Emerg. Technol., 19(4), pp. 593-605.‏ (2011).
[20]  Rehman, A., Rathore, M. M., Paul, A., et al. “Vehicular traffic optimisation and even distribution using ant colony in smart city environnement.” IET Intell. Transp. Syst. 12(7), pp. 594-601.‏ (2018).
[21]  Jang, E., Sanjar, K., Rehman, A., et al. “Quickest Path Selection Towards the Destination in Urban Environment.” In 11th IEEE Int Conf on Ubiquitous and Future Netw,Zagreb, Croatia.(pp. 623-628). (2019, July).
[22]  Tam, M. L., & Lam, W. H. “Application of automatic vehicle identification technology for real-time journey time estimation.” Inf Fusion, 12(1), pp. 11-19. (2011).
[23]  Peng, H. U. A. N., & Zhong-yi, Z. H. A. N. G. “The Electronic Toll Collection System of Highway Based on RFID [J].” Commun and Transp Sys Eng and Inf2, p. 026. (2004).
[24]  Lotufo, R. A., Morgan, A. D., & Johnson, A. S. “Automatic number-plate recognition.” In IEE Colloq on Image Anal for Transp Appl. IET. (pp. 6-1). (1990, February).
[25]  Levinson, D., & Chang, E. “A model for optimizing electronic toll collection systems.” Transport Res A Pol, 37(4), pp. 293-314. (2003).
[26]  Broaddus, A., & Gertz, C. “Tolling heavy goods vehicles: Overview of European practice and lessons from German experience.” Transp. Res. Rec2066(1), 106-113.‏ (2008).
[27]  Tseng, P. H., Lin, D. Y., & Chien, S. “Investigating the impact of highway electronic toll collection to the external cost: A case study in Taiwan.” Technol Forecast Soc Change, 86(2014), pp. 265-272. (2014).
[28]  Riley, P. F. “The tolls of privacy: An underestimated roadblock for electronic toll collection usage.” Comput Law Secur Rep, 24(6), pp. 521-528. (2008).
[29]  Behnood, A., Modiri-Gharehveran, M., & Moradkhani Roshandeh, A. “The effects of drivers’ behavior on driver-injury severities in Iran: An application of the mixed-logit model.”  Sci. Iran, 23(6), pp. 2429-2440. (2016).
[30]  Cameron, R. & Sankaran, S. “Mixed methods research in project management,” Methods, Designs and Practices for Research into Project Management, Gower, Aldershot, U.K. Chapter 22; pp. 273-285. (2015).
[31]  Carruthers, J. B. “Wireless infrared communications.” Wiley Encyclopedia of Telecommunications.‏ (New York: Wiley). (2003).
[32]  Al-Deek, H. M., Mohamed, A. A., & Radwan, A. E. “Operational benefits of electronic toll collection: case study.” J. of Transp. Eng. 123(6), pp. 467-477. (1997).
[33]  Murphy, T. J. “Road user charging using satellite positioning technology.” 12th IEE Int Conf on Road Trans Inf & Cont- RTIC 2004, London, UK .( pp. 222–225).(2004).
[34]  Li, X., Murphey, Y. L., Karlsen, R., et al. “A real-time vehicle detection and tracking system in outdoor traffic scenes.” In Proc.  of the 17th Int Conf on Pattern Recognit, ICPR 2004. Cambridge, UK. (pp. 761-764). (2004, August).
[35]  Bhosale, S., Chavan, R., Bhadvan, S., et al. “Automatic vehicle identification and toll collection using RFID.” Int Res J Eng Technol. 3(2), pp. 1500-1504. (2016).
[36]  Dos Santos, A. S., Leal, A. G., de Oliveira, J. A., et al. “Methodologies for quality assessment of highway operators based on governance best practices with emphasis on toll collection ecosystem.” Case Stud Transp Policy. 5(1), pp. 112-120. (2017).
[37]  Lee, W. H., Tseng, S. S., & Wang, C. H. “Design and implementation of electronic toll collection system based on vehicle positioning system techniques.” Comp Commun. 31(12), pp. 2925-2933. (2008).
[38]  Kan, K. K. H., Chan, S. K. C., & Ng, J. Y. “A dual-channel location estimation system for providing location services based on the GPS and GSM networks.” In 17th Int Conf on Adv Inf Netw and Appl, 2003. AINA 2003. IEEE. (pp. 7-12).‏ (2003, March).
[39]  Du, S., Ibrahim, M., Shehata, M., et al. “Automatic license plate recognition (ALPR): A state-of-the-art review.” IEEE Trans Circuits Syst Video Technol23(2), pp. 311-325. (2013).