CFP last date
20 December 2024
Reseach Article

Heuristic Search based Real Time Nearby Parking Suggestion System through IoT

by Santosh Shakya, Vidyapati Jha, Priyanka Tripthi
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 184 - Number 27
Year of Publication: 2022
Authors: Santosh Shakya, Vidyapati Jha, Priyanka Tripthi
10.5120/ijca2022922161

Santosh Shakya, Vidyapati Jha, Priyanka Tripthi . Heuristic Search based Real Time Nearby Parking Suggestion System through IoT. International Journal of Computer Applications. 184, 27 ( Sep 2022), 1-6. DOI=10.5120/ijca2022922161

@article{ 10.5120/ijca2022922161,
author = { Santosh Shakya, Vidyapati Jha, Priyanka Tripthi },
title = { Heuristic Search based Real Time Nearby Parking Suggestion System through IoT },
journal = { International Journal of Computer Applications },
issue_date = { Sep 2022 },
volume = { 184 },
number = { 27 },
month = { Sep },
year = { 2022 },
issn = { 0975-8887 },
pages = { 1-6 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume184/number27/32482-2022922161/ },
doi = { 10.5120/ijca2022922161 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-07T01:22:32.561888+05:30
%A Santosh Shakya
%A Vidyapati Jha
%A Priyanka Tripthi
%T Heuristic Search based Real Time Nearby Parking Suggestion System through IoT
%J International Journal of Computer Applications
%@ 0975-8887
%V 184
%N 27
%P 1-6
%D 2022
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Vehicles are essential in our life as well as all over the world. A lot of work in recent era depends on different types of vehicles, such as trucks, cars, taxis, etc. Today’s number of vehicles has increased dramatically, and in-market, vehicle parking is a burning issue in the city areas. The government provides a parking facility and parking space in a suitable location but the problem is how to identify a convenient nearby parking place and reduce time to park the vehicle in a parking slot. A monitoring system is necessary to store all the vehicle information, provide real-time data regarding parking space in a particular area, and send this information to the vehicle driver. In this article, author proposes an parking Slot system (PSS) for parking the vehicle in minimum time along with reduced fuel cost. In addition to, it also provides automated parking slips and save time during entering and exiting from parking station. This system provides the GPS location of empty parking slots with minimum time to fill vacant spaces available in that parking station. Here for achieving this, author used heuristic search based A* algorithm for time analysis system (TAS) then calculating minimum distance to reach that concerned parking station and slot appropriately. Heuristic search work on the principle of previous information for calculating the heuristics function value and this value is used in calculating the minimum distance. This distance and time is stored on cloud where it is analyzed and take appropriate action for sending the information to the vehicle driver.

References
  1. L. Lou, Q. Li, Z. Zhang, R. Yang, and W. He, “An IoT Driven Vehicle Detection Method Based on Multi source Data Fusion Technology for Smart Parking Management System,” IEEE Internet of Things Journal, pp. 1–1, 2020, doi: 10.1109/jiot.2020.2992431.
  2. H. Dong, X. Wang, C. Zhang, R. He, L. Jia, and Y. Qin, “Improved Robust Vehicle Detection and Identification Based on Single Magnetic Sensor,” IEEE Access, vol. 6, pp. 5247–5255, 2018, doi: 10.1109/access.2018.2791446.
  3. J. Azevedo, P. M. D’orey, and M. Ferreira, “High-Density Parking for Automated Vehicles: A Complete Evaluation of Coordination Mechanisms,” IEEE Access, vol. 8, pp. 43944–43955, 2020, doi: 10.1109/ACCESS.2020.2973494.
  4. X. Huang, P. Li, R. Yu, Y. Wu, K. Xie, and S. Xie, “FedParking: A Federated Learning Based Parking Space Estimation With Parked Vehicle Assisted Edge Computing,” IEEE Transactions on Vehicular Technology, vol. 70, no. 9, pp. 9355–9368, Sep. 2021, doi: 10.1109/TVT.2021.3098170.
  5. J.-H. Jhang and F.-L. Lian, “An Autonomous Parking System of Optimally Integrating Bidirectional Rapidly-Exploring Random Trees* and Parking-Oriented Model Predictive Control,” IEEE Access, vol. 8, pp. 163502–163523, 2020, doi: 10.1109/access.2020.3020859.
  6. C. Bari, A. Kumawat, and A. Dhamaniya, “Effectiveness of FASTag System for Toll Payment in India,” IEEE Xplore, Jun. 01, 2021. https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9529291 (accessed Mar. 01, 2022).
  7. O. Tran Thi Kim, N. H. Tran, C. Pham, T. LeAnh, M. T. Thai, and C. S. Hong, “Parking Assignment: Minimizing Parking Expenses and Balancing Parking Demand Among Multiple Parking Lots,” IEEE Transactions on Automation Science and Engineering, vol. 17, no. 3, pp. 1320–1331, Jul. 2020, doi: 10.1109/tase.2019.2948200.
  8. C. Ma, J. Zhu, M. Liu, H. Zhao, N. Liu, and X. Zou, “Parking Edge Computing: Parked-Vehicle-Assisted Task Offloading for Urban VANETs,” IEEE Internet of Things Journal, vol. 8, no. 11, pp. 9344–9358, Jun. 2021, doi: 10.1109/JIOT.2021.3056396.
  9. M. A. Ahmed, M. R. El-Sharkawy, and Y.-C. Kim, “Remote Monitoring of Electric Vehicle Charging Stations in Smart Campus Parking Lot,” Journal of Modern Power Systems and Clean Energy, vol. 8, no. 1, pp. 124–132, 2020, doi: 10.35833/mpce.2018.000502.
  10. C. Zhang, H. Dong, L. Jia, Y. Qin, and Z. Yang, “Robust vehicle detection and identification with single magnetic sensor,” IEEE Xplore,Sep.01,2017. https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8056888 (accessed Mar. 01, 2022).
  11. F. Bock, S. Di Martino, and A. Origlia, “Smart Parking: Using a Crowd of Taxis to Sense On-Street Parking Space Availability,” IEEE Transactions on Intelligent Transportation Systems, vol. 21, no. 2, pp. 496–508, Feb. 2020, doi: 10.1109/tits.2019.2899149.
  12. Elmrini and A. G. Amrani, “Wireless Sensors Network for Traffic Surveillance and Management in Smart Cities,” IEEE Xplore, Oct. 01,2018. https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8596636 (accessed Mar. 01, 2022).
  13. M. M. Rashid, A. Musa, M. Ataur Rahman, and N. Farahana, A. Farhana, “Automatic Parking Management System and Parking Fee Collection Based on Number Plate Recognition,” International Journal of Machine Learning and Computing, Vol. 2, No. 2, April 2012.
  14. L. H. Chowdhury, Z. N. M. Z. Mahmud, I.-U. Islam, I. Jahan, and S. Islam, “Smart Car Parking Management System,” IEEE Xplore, Nov. 01,2019. https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9087513 (accessed Mar. 01, 2022).
  15. V. W. s. Tang, Y. Zheng, and J. Cao, “An Intelligent Car Park Management System based on Wireless Sensor Networks,” IEEE Xplore, Aug. 01, 2006. https://ieeexplore.ieee.org/document/4079069 (accessed Aug. 12, 2020).
  16. B. Kizilkaya, M. Caglar, F. Al-Turjman, and E. Ever, “An Intelligent Car Park Management System : Hierarchical Placement Algorithm Based on Nearest Location,” IEEE Xplore, May 01, 2018. https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8418136 (accessed Mar. 01, 2022).
  17. N. Bibi, M. N. Majid, H. Dawood, and P. Guo, “Automatic Parking Space Detection System,” IEEE Xplore,2017. https://ieeexplore.ieee.org/abstract/document/8221062 (accessed May 12, 2021).
  18. H. Al-Kharusi and I. Al-Bahadly, “Intelligent Parking Management System Based on Image Processing,” World Journal of Engineering and Technology, vol. 02, no. 02, pp. 55–67, 2014, doi: 10.4236/wjet.2014.
  19. Baratam. M. Kumar Gandhi, “A Prototype for IoT based Car Parking Management system for Smart cities,” Indian Journal of Science and Technology, vol. 9, no. 17, May 2016, doi: 10.17485/ijst/2016/v9i17/92973.
  20. A. Sontakke, “Intelligent Automatic Traffic Challan on Highways and Payment Through FASTag Card,” Indian Journal of Science and Technology, vol. 12, no. 44, pp. 01–06, Nov. 2019, doi: 10.17485/ijst/2019/v12i44/146468.
  21. B. College and S. Satao, “Episteme: an online interdisciplinary, multidisciplinary & multi-cultural journal AN INTRODUCTION TO FASTAG: ADVANTAGEOUS AND AUTOMATIC MODE OF TOLL COLLECTION SYSTEMS IN INDIA,” 2021. Accessed: Mar. 01, 2022. [Online]. Available: https://episteme.net.in/content/73/3805/attachments/3-introduction.pdf.
Index Terms

Computer Science
Information Sciences

Keywords

Parking Vehicle GPS Heuristic