Offering a Method to Find the Most Proper Parking Space in the City Automobile Expediency Network by Genetic Algorithm

Marziyeh Alibeygi; Farzaneh Sajadi

doi:10.15407/scine15.01.085

Authors

Marziyeh Alibeygi Imam Reza International University
Farzaneh Sajadi Imam Reza International University

DOI:

https://doi.org/10.15407/scine15.01.085

Keywords:

automobile expediency network, intelligent parking, OBU installation, parking condition indicator, RSU installations

Abstract

Finding a free space for parking in rush hours and heavy traffic has been always a boring and time-consuming problem for drivers. Recently, VANET networks have found special attention among economists and university researchers. Due to day-by-day expansion of wireless communicative systems, many car manufacturers have been installing such communicative tools as OBU on their products. The RSU tools give drivers the possibility to have better and more convenient means of communication. They can trace the availability of parking spaces using these tools and be guided to there, while the automobiles can be equipped with anti-burglar systems to have a higher security. In this research, a comprehensive method using the genetic algorithm have been offered to find a place for parking in the automobile expediency network, which has considered many parameters such as parking space being located near or far, cost of parking space for drivers, the probability of parking space remaining available until the car arrives and reduced past defects as much as possible.

References

Toor, Y., Muhlethaler, P. and Laouiti, A., "Vehicle ad hoc networks: applications and related technical issues", Communications Surveys & Tutorials, 2008

https://doi.org/10.1109/COMST.2008.4625806

Caliskan, M., Barthels, A., Scheuermann B. and Mauve, M., "Predicting parking lot occupancy in vehicular ad hoc networks", Vehicular Technology Conference, 2007

https://doi.org/10.1109/VETECS.2007.69

Rongxing, L., Xiaodong, L., Zhu, H., Xuemin, S. and "SPARK: a new VANET-based smart parking scheme for large parking lots", INFOCOM, 2009

Gongjun, Y., Weiming, Y., Rawat, D. B. and Olariu, S., "SmartParking: a secure and intelligent parking system", Intelligent Transportation Systems Magazine, 2011

https://doi.org/10.1109/MITS.2011.940473

Rongxing, L., Xiaodong, L., Zhu, H. and Xuemin, S., "An intelligent secure and privacy-preserving parking scheme through vehicular communications", Vehicular Technology, IEEE Transactions on, 2010

https://doi.org/10.1109/TVT.2010.2049390

V.W.S., T., Zheng, Y. and Cao, J., “An Intelligent Car Park Management System based on Wireless Sensor Networks”, Pervasive Computing and Applications, 2006

Yoo, S. E., Chong, P. K., Kim, T., Kang, J., Kim, D., Shin, C., Sung, K. and Jang, B., “PGS: Parking Guidance System based on wireless sensor network”, Wireless Pervasive Computing, 2008

Basu, P. and Little, T. D., “Wireless ad hoc Discovery of Parking Meters”, in WAMES ’04: Proceedings of the MobiSys 2004 Workshop on Applications of Mobile Embedded Systems, 2004

Delot, T., Cenerario, N., Ilari, S. and Lecomte, S., "A cooperative reservation protocol for parking spaces in vehicular ad hoc networks", Mobility '09, 6th International Conference on Mobile Technology, Application & Systems, 2009, No. 30

https://doi.org/10.1145/1710035.1710065

Caliskan, M., Graupner, D. and Mauve, M., "Decentralized Discovery of Free Parking Places", VANET '06, 3rd international workshop on Vehicular ad hoc networks, 2006

https://doi.org/10.1145/1161064.1161070

Caicedo, F., Blazquez, C. and Miranda, P., "Prediction of parking space availability in real time", Expert Systems with applications, 2012

https://doi.org/10.1016/j.eswa.2012.01.091

Chou, S. Y., Lin, S. W. and Li, C. C., "Dynamic parking negotiation and guidance using an agent-based platform", Expert Systems with applications, 2008

https://doi.org/10.1016/j.eswa.2007.07.042