KaydedilenlerDerginizi ekleyin

Dergiler / Journal of Innovative Transportation / 2023 / Volume: 4 Issue: 2

Internet of things and cloud based smart parking system design criteria

Gül Fatma Türker(SÜLEYMAN DEMİREL ÜNİVERSİTESİ)0000-0001-5714-5102
Sayfa
—
Yayın Tarihi
2023-12-31
🏛️Bu makalenin bibliyografik verileri ve tam metin bağlantısı DergiPark üzerinden sağlanmıştır.
DergiPark Kaydı ↗
✨

Yapay Zeka Hızlı Bakış & Çıkarımlar

AI Insight
⚡ TL;DR(1 Cümlede Hızlı Çıkarım)

These designed IoT-based systems will contribute to the reduction of traffic congestion, loss of time in full parking areas, air pollution caused by stop and start vehicles, and fuel savings in the economic field.

📌 3 Maddede Bu Makale

🎯
Amaç & Hipotez:In urban areas, traffic density is seen due to the congested residential areas and the high number of vehicles.
📊
Temel Bulgular & Veri:In this study, the technological infrastructures used by IoT-based smart parking systems are examined and integrated building models are proposed for system designs where parking lots are managed.
💡
Sonuç & Katkı:These designed IoT-based systems will contribute to the reduction of traffic congestion, loss of time in full parking areas, air pollution caused by stop and start vehicles, and fuel savings in the economic field.
🔬Tür:Modelleme & Sayısal Simülasyon
📍Kapsam:Genişletilmiş Akademik Örneklem
⚙️Değişkenler:Intelligent transportation systems · internet of things · smart parking

Abstract

In urban areas, traffic density is seen due to the congested residential areas and the high number of vehicles. The problem of drivers searching for parking spaces in central areas creates traffic. The Internet of Things (IoT) technology offers important solutions with its networking feature to solve problems such as traffic congestion, road safety and inefficient use of parking areas, which are waiting for solutions within the scope of Intelligent Transportation Systems. In this study, the technological infrastructures used by IoT-based smart parking systems are examined and integrated building models are proposed for system designs where parking lots are managed. For smart park design, devices, networks and cloud architecture used in IoT-based systems were examined and requirements were determined. The criteria of an application based on design central management are given. The criteria of an application based on design center management are given. Thanks to the smart parking system to be created in the light of these criteria, the closest parking area will be determined. These designed IoT-based systems will contribute to the reduction of traffic congestion, loss of time in full parking areas, air pollution caused by stop and start vehicles, and fuel savings in the economic field.

🔖

Bu Makaleye Atıf Yap

Türker, G. F. (2023). Internet of things and cloud based smart parking system design criteria. Journal of Innovative Transportation, Volume: 4 Issue: 2. https://doi.org/10.53635/jit.1306598

📄 Tam Metin PDF Okuyucu

📄

PDF görüntüleyici hazırlanıyor...

Kaynakça (57)

  1. Centenaro, M., Costa, C. E., Granelli, F., Sacchi, C., & Vangelista, L. (2021). A survey on technologies, standards and open challenges in satellite IoT. IEEE Communications Surveys & Tutorials, 23(3), 1693-1720. https://doi.org/10.1109/COMST.2021.3078433
  2. Laghari, A. A., Wu, K., Laghari, R. A., Ali, M., & Khan, A. A. (2022). A review and state of art of Internet of Things (IoT). Archives of Computational Methods in Engineering, 29, 1395-1413. https://doi.org/10.1007/s11831-021-09622-6
  3. Zulfiqar, H., Ul Haque, H. M., Tariq, F., & Khan, R. M. (2023). A survey on smart parking systems in urban cities. Concurrency and Computation: Practice and Experience, 35(15), e6511. https://doi.org/10.1002/cpe.6511
  4. Mollah, M. B., Zhao, J., Niyato, D., Guan, Y. L., Yuen, C., Sun, S., Lam, K. Y. & Koh, L. H. (2020). Blockchain for the internet of vehicles towards intelligent transportation systems: A survey. IEEE Internet of Things Journal, 8(6), 4157-4185. https://doi.org/10.1109/JIOT.2020.3028368
  5. Zhang, H., & Lu, X. (2020). Vehicle communication network in intelligent transportation system based on Internet of Things. Computer Communications, 160, 799-806. https://doi.org/10.1016/j.comcom.2020.03.041
  6. Mendez Mena, D., Papapanagiotou, I., & Yang, B. (2018). Internet of things: Survey on security. Information Security Journal: A Global Perspective, 27(3), 162-182. https://doi.org/10.1080/19393555.2018.1458258
  7. Ushakov, D., Dudukalov, E., Kozlova, E., & Shatila, K. (2022). The Internet of Things impact on smart public transportation. Transportation Research Procedia, 63, 2392-2400. https://doi.org/10.1016/j.trpro.2022.06.275
  8. Afrin, T., & Yodo, N. (2020). A survey of road traffic congestion measures towards a sustainable and resilient transportation system. Sustainability, 12(11), 4660. https://doi.org/10.3390/su12114660
  9. Ali, G., Ali, T., Irfan, M., Draz, U., Sohail, M., Glowacz, A.,. & Martis, C. (2020). IoT based smart parking system using deep long short memory network. Electronics, 9(10), 1696. https://doi.org/10.3390/electronics9101696
  10. Vlahogianni, E. I., Kepaptsoglou, K., Tsetsos, V., & Karlaftis, M. G. (2016). A real-time parking prediction system for smart cities. Journal of Intelligent Transportation Systems, 20(2), 192-204. https://doi.org/10.1080/15472450.2015.1037955
  11. Da Costa, K. A., Papa, J. P., Lisboa, C. O., Munoz, R., & de Albuquerque, V. H. C. (2019). Internet of Things: A survey on machine learning-based intrusion detection approaches. Computer Networks, 151, 147-157. https://doi.org/10.1016/j.comnet.2019.01.023
  12. Ge, M., Bangui, H., & Buhnova, B. (2018). Big data for internet of things: a survey. Future generation computer systems, 87, 601-614. https://doi.org/10.1016/j.future.2018.04.053
  13. Rjab, A. B., & Mellouli, S. (2021). Smart cities in the era of artificial intelligence and internet of things: promises and challenges. Smart cities and smart governance: towards the 22nd century sustainable city, 259-288. https://doi.org/10.1007/978-3-030-61033-3_12
  14. Guo, K., Lu, Y., Gao, H., & Cao, R. (2018). Artificial intelligence-based semantic internet of things in a user-centric smart city. Sensors, 18(5), 1341. https://doi.org/10.3390/s18051341
  15. Rejeb, A., Rejeb, K., Simske, S., Treiblmaier, H., & Zailani, S. (2022). The big picture on the internet of things and the smart city: a review of what we know and what we need to know. Internet of Things, 19, 100565. https://doi.org/10.1016/j.iot.2022.100565
  16. Costa, F., Genovesi, S., Borgese, M., Michel, A., Dicandia, F. A., & Manara, G. (2021). A review of RFID sensors, the new frontier of internet of things. Sensors, 21(9), 3138. https://doi.org/10.3390/s21093138
  17. Fantin Irudaya Raj, E., & Appadurai, M. (2022). Internet of things-based smart transportation system for smart cities. In Intelligent Systems for Social Good: Theory and Practice (pp. 39-50). Singapore: Springer Nature Singapore. https://doi.org/10.1007/978-981-19-0770-8_4
  18. Anggraini, N., Dwiyanti, S. M., Putri, T. A., Sari, Y. P., Lusambudi, A. C., & Wahyu, A. P. (2022). Implementation Of IoT-Based Smart Parking Using RFID. Central Asia & the Caucasus (14046091), 23(1), 3668-3675.
  19. Fahim, A., Hasan, M., & Chowdhury, M. A. (2021). Smart parking systems: comprehensive review based on various aspects. Heliyon, 7(5). https://doi.org/10.1016/j.heliyon.2021.e07050
  20. Canli, H., & Toklu, S. (2021). Deep learning-based mobile application design for smart parking. IEEE Access, 9, 61171-61183. https://doi.org/10.1109/ACCESS.2021.3074887
  21. Perković, T., Šolić, P., Zargariasl, H., Čoko, D., & Rodrigues, J. J. (2020). Smart parking sensors: State of the art and performance evaluation. Journal of Cleaner Production, 262, 121181. https://doi.org/10.1016/j.jclepro.2020.121181
  22. Al-Turjman, F., & Malekloo, A. (2019). Smart parking in IoT-enabled cities: A survey. Sustainable Cities and Society, 49, 101608. https://doi.org/10.1016/j.scs.2019.101608
  23. Hassoune, K., Dachry, W., Moutaouakkil, F., & Medromi, H. (2016). Smart parking systems: A survey. In 2016 11th International Conference on Intelligent Systems: Theories and Applications (SITA) (pp. 1-6). IEEE. https://doi.org/10.1109/SITA.2016.7772297
  24. Lin, T., Rivano, H., & Le Mouël, F. (2017). A survey of smart parking solutions. IEEE Transactions on Intelligent Transportation Systems, 18(12), 3229-3253. https://doi.org/10.1109/TITS.2017.2685143
  25. Khalid, M., Wang, K., Aslam, N., Cao, Y., Ahmad, N., & Khan, M. K. (2021). From smart parking towards autonomous valet parking: A survey, challenges and future Works. Journal of Network and Computer Applications, 175, 102935. https://doi.org/10.1016/j.jnca.2020.102935
  26. Vachhani, S. K., Nimavat, D., & Kalyani, F. K. (2018). A comparitive analysis of different algorithms used in IOT based smart car parking systems. Int Res J Eng Technol (IRJET), 5(4), 3244-3248.
  27. Diaz Ogás, M. G., Fabregat, R., & Aciar, S. (2020). Survey of smart parking systems. Applied Sciences, 10(11), 3872. https://doi.org/10.3390/app10113872
  28. Nugraha, D., Ahmed, F. Y. H., Abdullah, M. I., & Johar, M. G. M. (2021). Survey of smart parking application deployment. In IOP Conference Series: Materials Science and Engineering (Vol. 1108, No. 1, p. 012019). IOP Publishing. https://doi.org/10.1088/1757-899X/1108/1/012019
  29. Sinha, B. B., & Dhanalakshmi, R. (2022). Recent advancements and challenges of Internet of Things in smart agriculture: A survey. Future Generation Computer Systems, 126, 169-184. https://doi.org/10.1016/j.future.2021.08.006
  30. Salih, K. O. M., Rashid, T. A., Radovanovic, D., & Bacanin, N. (2022). A comprehensive survey on the Internet of Things with the industrial marketplace. Sensors, 22(3), 730. https://doi.org/10.3390/s22030730
  31. Muthuramalingam, S., Bharathi, A., Rakesh Kumar, S., Gayathri, N., Sathiyaraj, R., & Balamurugan, B. (2019). IoT based intelligent transportation system (IoT-ITS) for global perspective: A case study. Internet of Things and Big Data Analytics for Smart Generation, 279-300. https://doi.org/10.1007/978-3-030-04203-5_13
  32. Botta, A., De Donato, W., Persico, V., & Pescapé, A. (2016). Integration of cloud computing and internet of things: a survey. Future generation computer systems, 56, 684-700. https://doi.org/10.1016/j.future.2015.09.021
  33. HaddadPajouh, H., Dehghantanha, A., Parizi, R. M., Aledhari, M., & Karimipour, H. (2021). A survey on internet of things security: Requirements, challenges, and solutions. Internet of Things, 14, 100129. https://doi.org/10.1016/j.iot.2019.100129
  34. Uysal, E., Elewi, A., & Avaroğlu, E. (2020). Nesnelerin interneti tabanlı akıllı park sistemleri incelemesi. Euro J. Sci. Technol, 20, 360-366.
  35. Kramp, T., Van Kranenburg, R., & Lange, S. (2013). Introduction to the Internet of Things. Enabling things to talk: Designing IoT solutions with the IoT architectural reference model, 1-10.
  36. Mangwani, P. (2018). Smart parking system based on Internet of Things. International Journal of Applied Engineering Research, 13(12), 10281-10285.
  37. Zanella, A., Bui, N., Castellani, A., Vangelista, L., & Zorzi, M. (2014). Internet of things for smart cities. IEEE Internet of Things journal, 1(1), 22-32. https://doi.org/10.1109/JIOT.2014.2306328
  38. Shelby, Z., Hartke, K., & Bormann, C. (2014). The constrained application protocol (CoAP) (No. rfc7252)
  39. Sheng, Z., Yang, S., Yu, Y., Vasilakos, A. V., McCann, J. A., & Leung, K. K. (2013). A survey on the ietf protocol suite for the internet of things: Standards, challenges, and opportunities. IEEE wireless communications, 20(6), 91-98. https://doi.org/10.1109/MWC.2013.6704479
  40. Saint-Andre, P. (2011). Extensible messaging and presence protocol (XMPP): Core (No. rfc6120).
  41. Razzaque, M. A., Milojevic-Jevric, M., Palade, A., & Clarke, S. (2015). Middleware for internet of things: a survey. IEEE Internet of things journal, 3(1), 70-95. https://doi.org/10.1109/JIOT.2015.2498900
  42. Sethi, P., & Sarangi, S. R. (2017). Internet of things: architectures, protocols, and applications. Journal of electrical and computer engineering, 2017. https://doi.org/10.1155/2017/9324035
  43. Ravidas, S., Lekidis, A., Paci, F., & Zannone, N. (2019). Access control in Internet-of-Things: A survey. Journal of Network and Computer Applications, 144, 79-101. https://doi.org/10.1016/j.jnca.2019.06.017
  44. Da Xu, L., He, W., & Li, S. (2014). Internet of things in industries: A survey. IEEE Transactions on industrial informatics, 10(4), 2233-2243. https://doi.org/10.1109/TII.2014.2300753
  45. Montenegro, G., Kushalnagar, N., Hui, J., & Culler, D. (2007). Transmission of IPv6 packets over IEEE 802.15. 4 networks (No. rfc4944).
  46. Winter, T., Thubert, P., Brandt, A., Hui, J., Kelsey, R., Levis, P., Pister, K., Struik, R., Vasseur, J. P. & Alexander, R. (2012). RPL: IPv6 routing protocol for low-power and lossy networks (No. rfc6550).
  47. Aazam, M., Khan, I., Alsaffar, A. A., & Huh, E. N. (2014). Cloud of Things: Integrating Internet of Things and cloud computing and the issues involved. In Proceedings of 2014 11th International Bhurban Conference on Applied Sciences & Technology (IBCAST) Islamabad, Pakistan, 14th-18th January, 2014 (pp. 414-419). IEEE. https://doi.org/10.1109/IBCAST.2014.6778179
  48. Kim, K., Cho, K., Lim, J., Jung, Y. H., Sung, M. S., Kim, S. B., & Kim, H. K. (2020). What’s your protocol: Vulnerabilities and security threats related to Z-Wave protocol. Pervasive and Mobile Computing, 66, 101211. https://doi.org/10.1016/j.pmcj.2020.101211
  49. Abdulkader, O., Bamhdi, A. M., Thayananthan, V., Jambi, K., & Alrasheedi, M. (2018). A novel and secure smart parking management system (SPMS) based on integration of WSN, RFID, and IoT. In 2018 15th Learning and Technology Conference (L&T) (pp. 102-106). IEEE. https://doi.org/10.1109/LT.2018.8368492
  50. Mainetti, L., Palano, L., Patrono, L., Stefanizzi, M. L., & Vergallo, R. (2014). Integration of RFID and WSN technologies in a Smart Parking System. In 2014 22nd international conference on software, telecommunications and computer networks (SoftCOM) (pp. 104-110). IEEE. https://doi.org/10.1109/SOFTCOM.2014.7039099
  51. Hilmani, A., Maizate, A., & Hassouni, L. (2018). Designing and managing a smart parking system using wireless sensor networks. Journal of Sensor and Actuator Networks, 7(2), 24. https://doi.org/10.3390/jsan7020024
  52. Thangam, E. C., Mohan, M., Ganesh, J., Sukesh, C. V., & Prof, A. (2018). Internet of Things (IoT) based smart parking reservation system using raspberry-pi. International Journal of Applied Engineering Research, 13(8), 5759-5765.
  53. Qadir, Z., Al-Turjman, F., Khan, M. A., & Nesimoglu, T. (2018). ZIGBEE based time and energy efficient smart parking system using IOT. In 2018 18th mediterranean microwave symposium (MMS) (pp. 295-298). IEEE. https://doi.org/10.1109/MMS.2018.8611810
  54. Li, L., Li, C., Zhang, Q., Guo, T., & Miao, Z. (2017). Automatic parking slot detection based on around view monitor (AVM) systems. In 2017 9th International Conference on Wireless Communications and Signal Processing (WCSP) (pp. 1-6). IEEE. https://doi.org/10.1109/WCSP.2017.8170903
  55. Rani, D., & Ranjan, R. K. (2014). A comparative study of SaaS, PaaS and IaaS in cloud computing. International Journal of Advanced Research in Computer Science and Software Engineering, 4(6).
  56. George, A. S., & Sagayarajan, S. (2023). Securing Cloud Application Infrastructure: Understanding the Penetration Testing Challenges of IaaS, PaaS, and SaaS Environments. Partners Universal International Research Journal, 2(1), 24-34. https://doi.org/10.5281/zenodo.7723187
  57. Ali, G., Ali, T., Irfan, M., Draz, U., Sohail, M., Glowacz, A.,. & Martis, C. (2020). IoT based smart parking system using deep long short memory network. Electronics, 9(10), 1696. https://doi.org/10.3390/electronics9101696