Abstract
Smart parking systems become very important nowadays because of the growth of the number of cars in cities and the necessity to rapidly find an empty parking lot. Although there is no a hard real time need, but it is preferable to quickly serve the users entering to the park before the arrival of other users which can cause many conflicts. So we propose a soft real time smart parking management method based on a sensor network to capture the lots state. A multi-objective optimization based on time and energy constraints is proposed and solved, and many simulations with VisualSense are done to evaluate the performance of our work.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Arampatzis, T., Lygeros, J., Manesis, S.: A survey of applications of wireless sensors and wireless sensor networks. In: Proceedings of the 2005 IEEE International Symposium on Intelligent Control – Mediterranean Conference on Control and Automation, USA (2005)
Yick, J., Mukherjee, B., Ghosal, D.: Wireless sensor network survey. Comput. Netw. 52, 2292–2330 (2008)
Idris, M.Y.I., Leng, Y.Y., Tamil, E.M., Noor, N.M., Razak, Z.: Car park system: a review of smart parking system and its technology. Inform. Technol. J. 8(2), 101–113 (2009)
Yoo, S.-E., et al.: PGS: Parking guidance system based on wireless sensor networks. In: IEEE 978-1-42441653-0/08 (2008)
Kumar, R., Chilamkurti, N.K., Soh, B.: A comparative study of different sensors for smart car park management. In: International Conference on Intelligent Pervasive Computing (2007)
Bagula, A., Castelli, L., Zennaro, M.: On the design of smart parking networks in the smart cities: an optimal sensor placement model. Sensors 15, 15443–15467 (2015)
Lebarbier, E., Robin, S.: “Poisson process, Birth and Death Process”. AgroParisTech (2021)
Yun, Y., Xia, Ye.: Maximizing the lifetime of wireless sensor networks with mobile sink in delay-tolerant applications. IEEE Trans. Mobile Comput. 9(9), 1308–1318 (2010)
Lp_solve Reference Guide. http://lpsolve.sourceforge.net/5.5/
Basilis, G.M.: Prolonging network lifetime in wireless sensor networks with path-constrained mobile sink. Int. J. Adv. Comput. Sci. Appl. 5, 82–91 (2014)
Ptolemy home page: https://ptolemy.eecs.berkeley.edu/. 12 Mar 2017
Gauthier, E.: Thesis report: «Utilisation des réseaux de neurones artificiels pour la commande d’un véhicule autonome», The national polytechnic institute of Greoble (1999)
Orsier, B.: Thesis report: Study and application of neurosymbolic hybrid systems. University of Joseph Fourrier Grenoble (1995)
Bandara, H.M.A.P.K., Jayalath, J.D.C., Rodrigo, A.R.S.P., Bandaranayake, A.U., Maraikar, Z., Ragel, R.G.: Smart campus phase one: smart parking sensor network. In: 1st Manufacturing & Industrial Engineering Symposium, Colombo, Sri Lanka (2016)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2023 The Author(s), under exclusive license to Springer Nature Switzerland AG
About this paper
Cite this paper
Achour, M., Boufaied, A. (2023). Multi-objective Optimization for Sensor Networks Based Smart Parking Systems. In: Abraham, A., Pllana, S., Casalino, G., Ma, K., Bajaj, A. (eds) Intelligent Systems Design and Applications. ISDA 2022. Lecture Notes in Networks and Systems, vol 646. Springer, Cham. https://doi.org/10.1007/978-3-031-27440-4_22
Download citation
DOI: https://doi.org/10.1007/978-3-031-27440-4_22
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-031-27439-8
Online ISBN: 978-3-031-27440-4
eBook Packages: Intelligent Technologies and RoboticsIntelligent Technologies and Robotics (R0)