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2017 | OriginalPaper | Buchkapitel

Existing Approaches to Smart Parking: An Overview

verfasst von : Fernando Enríquez, Luis Miguel Soria, Juan Antonio Álvarez-García, Francisco Velasco, Oscar Déniz

Erschienen in: Smart Cities

Verlag: Springer International Publishing

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Abstract

After years of technological advances, parking is still a problem for many people. It is a time-consuming task that we all have to face on a day-by-day basis and it is also a problem for cities, that see how traffic and pollution increases. There have been multiple attempts to find a partial or global technological solution to this problem, ranging from using different types of sensors or cameras for automatically detecting free spaces to collaborative apps that let users share relevant information. In this paper, we give an overview of the methods developed so far, showing their main features, differences, pros, and cons, as well as other factors that may contribute to the success or failure of new proposals that will come in the future.

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Literatur
1.
Zurück zum Zitat Bongaarts, J.: United nations department of economic and social affairs, population division world mortality report 2005. Popul. Dev. Rev. 32(3), 594–596 (2006) Bongaarts, J.: United nations department of economic and social affairs, population division world mortality report 2005. Popul. Dev. Rev. 32(3), 594–596 (2006)
2.
Zurück zum Zitat Shoup, D.C.: Cruising for parking. Transp. Policy 13(6), 479–486 (2006)CrossRef Shoup, D.C.: Cruising for parking. Transp. Policy 13(6), 479–486 (2006)CrossRef
3.
Zurück zum Zitat Gallivan, S.: IBM global parking survey: drivers share worldwide parking woes technical report. Technical report, IBM (2011) Gallivan, S.: IBM global parking survey: drivers share worldwide parking woes technical report. Technical report, IBM (2011)
4.
Zurück zum Zitat Mathur, S., Jin, T., Kasturirangan, N., Chandrasekaran, J., Xue, W., Gruteser, M., Trappe, W.: Parknet: drive-by sensing of road-side parking statistics. In: Proceedings of the 8th International Conference on Mobile Systems, Applications, and Services, pp. 123–136. ACM (2010) Mathur, S., Jin, T., Kasturirangan, N., Chandrasekaran, J., Xue, W., Gruteser, M., Trappe, W.: Parknet: drive-by sensing of road-side parking statistics. In: Proceedings of the 8th International Conference on Mobile Systems, Applications, and Services, pp. 123–136. ACM (2010)
5.
Zurück zum Zitat Bock, F., Eggert, D., Sester, M.: On-street parking statistics using lidar mobile mapping. In: 2015 IEEE 18th International Conference on Intelligent Transportation Systems (ITSC), pp. 2812–2818. IEEE (2015) Bock, F., Eggert, D., Sester, M.: On-street parking statistics using lidar mobile mapping. In: 2015 IEEE 18th International Conference on Intelligent Transportation Systems (ITSC), pp. 2812–2818. IEEE (2015)
6.
Zurück zum Zitat Lin, T.S.: Smart parking: network, infrastructure and urban service. Ph.D. thesis, Lyon, INSA (2015) Lin, T.S.: Smart parking: network, infrastructure and urban service. Ph.D. thesis, Lyon, INSA (2015)
7.
Zurück zum Zitat Evenepoel, S., Van Ooteghem, J., Verbrugge, S., Colle, D., Pickavet, M.: On-street smart parking networks at a fraction of their cost: performance analysis of a sampling approach. Trans. Emerg. Telecommun. Technol. 25(1), 136–149 (2014)CrossRef Evenepoel, S., Van Ooteghem, J., Verbrugge, S., Colle, D., Pickavet, M.: On-street smart parking networks at a fraction of their cost: performance analysis of a sampling approach. Trans. Emerg. Telecommun. Technol. 25(1), 136–149 (2014)CrossRef
8.
Zurück zum Zitat Sanchez, L., Muñoz, L., Galache, J.A., Sotres, P., Santana, J.R., Gutierrez, V., Ramdhany, R., Gluhak, A., Krco, S., Theodoridis, E., et al.: Smartsantander: IoT experimentation over a smart city testbed. Comput. Netw. 61, 217–238 (2014)CrossRef Sanchez, L., Muñoz, L., Galache, J.A., Sotres, P., Santana, J.R., Gutierrez, V., Ramdhany, R., Gluhak, A., Krco, S., Theodoridis, E., et al.: Smartsantander: IoT experimentation over a smart city testbed. Comput. Netw. 61, 217–238 (2014)CrossRef
9.
Zurück zum Zitat Ghent, P.: Optimizing performance objectives for projects of congestion pricing for parking. Transp. Res. Rec. J. Transp. Res. Board 2530, 101–105 (2015)CrossRef Ghent, P.: Optimizing performance objectives for projects of congestion pricing for parking. Transp. Res. Rec. J. Transp. Res. Board 2530, 101–105 (2015)CrossRef
10.
Zurück zum Zitat Amato, G., Carrara, F., Falchi, F., Gennaro, C., Meghini, C., Vairo, C.: Deep learning for decentralized parking loT occupancy detection. Expert Syst. Appl. 72, 327–334 (2017)CrossRef Amato, G., Carrara, F., Falchi, F., Gennaro, C., Meghini, C., Vairo, C.: Deep learning for decentralized parking loT occupancy detection. Expert Syst. Appl. 72, 327–334 (2017)CrossRef
11.
Zurück zum Zitat Bin, Z., Dalin, J., Fang, W., Tingting, W.: A design of parking space detector based on video image. In: Proceedings of 9th International Conference on Electronic Measurement and Instruments (ICEMI 2009), pp. 2253–2256 (2009) Bin, Z., Dalin, J., Fang, W., Tingting, W.: A design of parking space detector based on video image. In: Proceedings of 9th International Conference on Electronic Measurement and Instruments (ICEMI 2009), pp. 2253–2256 (2009)
12.
Zurück zum Zitat Funck, S., Mohler, N., Oertel, W.: Determining car-park occupancy from single images. In: 2004 IEEE Intelligent Vehicles Symposium, pp. 325–328. IEEE (2004) Funck, S., Mohler, N., Oertel, W.: Determining car-park occupancy from single images. In: 2004 IEEE Intelligent Vehicles Symposium, pp. 325–328. IEEE (2004)
13.
Zurück zum Zitat Huang, C.C., Wang, S.J., Chang, Y.J., Chen, T.: A bayesian hierarchical detection framework for parking space detection. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2008), vol. 1, pp. 2097–2100 (2008) Huang, C.C., Wang, S.J., Chang, Y.J., Chen, T.: A bayesian hierarchical detection framework for parking space detection. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2008), vol. 1, pp. 2097–2100 (2008)
14.
Zurück zum Zitat Ichihashi, H., Notsu, A., Honda, K., Katada, T., Fujiyoshi, M.: Vacant parking space detector for outdoor parking lot by using surveillance camera and FCM classifier. In: IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2009), pp. 127–134. IEEE (2009) Ichihashi, H., Notsu, A., Honda, K., Katada, T., Fujiyoshi, M.: Vacant parking space detector for outdoor parking lot by using surveillance camera and FCM classifier. In: IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2009), pp. 127–134. IEEE (2009)
15.
Zurück zum Zitat Masmoudi, I., Wali, A., Jamoussi, A., Alimi, A.M.: Vision based system for vacant parking lot detection: Vpld. In: IEEE International Conference on Computer Vision Theory and Applications (VISAPP), vol. 2, pp. 1–8, January 2014 Masmoudi, I., Wali, A., Jamoussi, A., Alimi, A.M.: Vision based system for vacant parking lot detection: Vpld. In: IEEE International Conference on Computer Vision Theory and Applications (VISAPP), vol. 2, pp. 1–8, January 2014
16.
Zurück zum Zitat Toulminet, G., Bertozzi, M., Mousset, S., Bensrhair, A., Broggi, A.: Vehicle detection by means of stereo vision-based obstacles features extraction and monocular pattern analysis. IEEE Trans. Image Process. 15(8), 2364–2375 (2006)CrossRef Toulminet, G., Bertozzi, M., Mousset, S., Bensrhair, A., Broggi, A.: Vehicle detection by means of stereo vision-based obstacles features extraction and monocular pattern analysis. IEEE Trans. Image Process. 15(8), 2364–2375 (2006)CrossRef
17.
Zurück zum Zitat Amato, G., Carrara, F., Falchi, F., Gennaro, C., Vairo, C., Moruzzi, G.: Car parking occupancy detection using smart camera networks and deep learning. In: IEEE Symposium on IEEE Computers and Communication (ISCC), (Dl) (2016) Amato, G., Carrara, F., Falchi, F., Gennaro, C., Vairo, C., Moruzzi, G.: Car parking occupancy detection using smart camera networks and deep learning. In: IEEE Symposium on IEEE Computers and Communication (ISCC), (Dl) (2016)
18.
Zurück zum Zitat Suhr, J.K., Jung, H.G.: Sensor fusion-based vacant parking slot detection and tracking. IEEE Trans. Intell. Transp. Syst. 15(1), 21–36 (2014)CrossRef Suhr, J.K., Jung, H.G.: Sensor fusion-based vacant parking slot detection and tracking. IEEE Trans. Intell. Transp. Syst. 15(1), 21–36 (2014)CrossRef
19.
Zurück zum Zitat Jermsurawong, J., Ahsan, M.U., Haidar, A., Dong, H., Mavridis, N.: Car parking vacancy detection and its application in 24-hour statistical analysis. In: 2012 10th International Conference on Frontiers of Information Technology (FIT), pp. 84–90. IEEE (2012) Jermsurawong, J., Ahsan, M.U., Haidar, A., Dong, H., Mavridis, N.: Car parking vacancy detection and its application in 24-hour statistical analysis. In: 2012 10th International Conference on Frontiers of Information Technology (FIT), pp. 84–90. IEEE (2012)
20.
Zurück zum Zitat Zhang, Q., Couloigner, I.: Benefit of the angular texture signature for the separation of parking lots and roads on high resolution multi-spectral imagery. Pattern Recognit. Lett. 27(9), 937–946 (2006)CrossRef Zhang, Q., Couloigner, I.: Benefit of the angular texture signature for the separation of parking lots and roads on high resolution multi-spectral imagery. Pattern Recognit. Lett. 27(9), 937–946 (2006)CrossRef
21.
Zurück zum Zitat Yamada, K., Mizuno, M.: A vehicle parking detection method using image segmentation. Electron. Commun. Japan 84(10), 25–34 (2001). (Part III: Fundamental Electronic Science)CrossRef Yamada, K., Mizuno, M.: A vehicle parking detection method using image segmentation. Electron. Commun. Japan 84(10), 25–34 (2001). (Part III: Fundamental Electronic Science)CrossRef
22.
Zurück zum Zitat Wang, X., Hanson, A.R.: Parking loT analysis and visualization from aerial images. In: Fourth IEEE Workshop on Applications of Computer Vision (1998) Wang, X., Hanson, A.R.: Parking loT analysis and visualization from aerial images. In: Fourth IEEE Workshop on Applications of Computer Vision (1998)
23.
Zurück zum Zitat Hodel, T.B., Cong, S.: Parking space optimization services, a uniformed web application architecture. In: ITS World Congress Proceedings, pp. 16–20 (2003) Hodel, T.B., Cong, S.: Parking space optimization services, a uniformed web application architecture. In: ITS World Congress Proceedings, pp. 16–20 (2003)
24.
Zurück zum Zitat Chou, S.Y., Lin, S.W., Li, C.C.: Dynamic parking negotiation and guidance using an agent-based platform. Expert Syst. Appl. 35(3), 805–817 (2008)CrossRef Chou, S.Y., Lin, S.W., Li, C.C.: Dynamic parking negotiation and guidance using an agent-based platform. Expert Syst. Appl. 35(3), 805–817 (2008)CrossRef
25.
Zurück zum Zitat Wang, P., Hunter, T., Bayen, A.M., Schechtner, K., González, M.C.: Understanding road usage patterns in urban areas. arXiv preprint (2012). arXiv:1212.5327 Wang, P., Hunter, T., Bayen, A.M., Schechtner, K., González, M.C.: Understanding road usage patterns in urban areas. arXiv preprint (2012). arXiv:​1212.​5327
26.
Zurück zum Zitat Nandugudi, A., Ki, T., Nuessle, C., Challen, G.: Pocketparker: pocket sourcing parking loT availability. In: Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, pp. 963–973. ACM (2014) Nandugudi, A., Ki, T., Nuessle, C., Challen, G.: Pocketparker: pocket sourcing parking loT availability. In: Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, pp. 963–973. ACM (2014)
27.
Zurück zum Zitat Geng, Y., Cassandras, C.G.: New “smart parking” system based on resource allocation and reservations. IEEE Trans. Intell. Transp. Syst. 14(3), 1129–1139 (2013) Geng, Y., Cassandras, C.G.: New “smart parking” system based on resource allocation and reservations. IEEE Trans. Intell. Transp. Syst. 14(3), 1129–1139 (2013)
28.
Zurück zum Zitat Hoh, B., Yan, T., Ganesan, D., Tracton, K., Iwuchukwu, T., Lee, J.S.: Trucentive: a game-theoretic incentive platform for trustworthy mobile crowdsourcing parking services. In: 2012 15th International IEEE Conference on Intelligent Transportation Systems (ITSC), pp. 160–166. IEEE (2012) Hoh, B., Yan, T., Ganesan, D., Tracton, K., Iwuchukwu, T., Lee, J.S.: Trucentive: a game-theoretic incentive platform for trustworthy mobile crowdsourcing parking services. In: 2012 15th International IEEE Conference on Intelligent Transportation Systems (ITSC), pp. 160–166. IEEE (2012)
29.
Zurück zum Zitat Chen, X., Santos-Neto, E., Ripeanu, M.: Crowdsourcing for on-street smart parking. In: Proceedings of the Second ACM International Symposium on Design and Analysis of Intelligent Vehicular Networks and Applications, pp. 1–8. ACM (2012) Chen, X., Santos-Neto, E., Ripeanu, M.: Crowdsourcing for on-street smart parking. In: Proceedings of the Second ACM International Symposium on Design and Analysis of Intelligent Vehicular Networks and Applications, pp. 1–8. ACM (2012)
Metadaten
Titel
Existing Approaches to Smart Parking: An Overview
verfasst von
Fernando Enríquez
Luis Miguel Soria
Juan Antonio Álvarez-García
Francisco Velasco
Oscar Déniz
Copyright-Jahr
2017
DOI
https://doi.org/10.1007/978-3-319-59513-9_7

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