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A Survey of Smart Parking Solutions

Lin, Trista, Rivano, Herve, Le Mouel, Frederic·2017·IEEE Transactions on Intelligent Transportation Systems
DOI 10.1109/tits.2017.2685143
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Abstract

Considering the increase of urban population and traffic congestion, smart parking is always a strategic issue to work on, not only in the research field, but also from economic interests. Thanks to information and communication technology evolution, drivers can more efficiently find satisfying parking spaces with smart parking services. The existing and ongoing works on smart parking are complicated and transdisciplinary. While deploying a smart parking system, cities, as well as urban engineers, need to spend a very long time to survey and inspect all the possibilities. Moreover, many varied works involve multiple disciplines, which are closely linked and inseparable. To give a clear overview, we introduce a smart parking ecosystem and propose a comprehensive and thoughtful classification by identifying their functionalities and problematic focuses. We go through the literature over the period of 2000-2016 on parking solutions as they were applied to smart parking development and evolution, and propose three macro-themes: information collection, system deployment, and service dissemination. In each macro-theme, we explain and synthesize the main methodologies used in the existing works and summarize their common goals and visions to solve current parking difficulties. Finally, we give our engineering insights and show some challenges and open issues. Our survey gives an exhaustive study and a prospect in a multidisciplinary approach. Besides, the main findings of the current state-of-the-art throw out recommendations for future research on smart cities and the Internet architecture.

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Research works printed but not linked: 191

  1. draskovic, 2012, A model of software system for parking using search algorithms, Proc Int Conv Inf Commun Technol Elect Microelectron, 1098
  2. 10.1145/2093973.2094014 · DOI
  3. 10.1109/ICMSS.2011.5998256 · doi:10.1109/icmss.2011.5998256
  4. 10.1145/2424321.2424328 · DOI
  5. 10.1109/MDM.2012.44 · DOI
  6. 10.1016/j.eswa.2007.07.042 · DOI
  7. 10.1109/TITS.2016.2531636 · doi:10.1109/tits.2016.2531636
  8. 10.1145/2632951.2632955 · doi:10.1145/2632951.2632955
  9. 10.1007/0-387-23550-7_15 · DOI
  10. 10.1109/TITS.2013.2252428 · doi:10.1109/tits.2013.2252428
  11. 10.1016/j.proeng.2015.07.351 · doi:10.1016/j.proeng.2015.07.351
  12. 10.1145/2633661.2633663 · doi:10.1145/2633661.2633663
  13. 10.1109/LCN.2006.322020 · doi:10.1109/lcn.2006.322020
  14. 10.1109/CTS.2008.4543911 · DOI · Paper page
  15. 10.1007/978-3-642-00224-3_16 · doi:10.1007/978-3-642-00224-3_16
  16. moguel, 2014, Smart parking campus: An example of integrating different parking sensing solutions into a single scalable system, ERCIM News Smart Cities, 29
  17. 10.1109/SECON.2015.7132927 · DOI
  18. 10.4018/IJHCR.2015070103 · doi:10.4018/ijhcr.2015070103
  19. 10.3390/s150715443 · DOI
  20. urdiain, 2012, Wireless sensor network protocol for smart parking application experimental study on the arduino platform, Proc Int Conf Ambient Comput Appl Services Technol, 1
  21. 10.1109/TITS.2014.2304356 · doi:10.1109/tits.2014.2304356
  22. 10.1007/978-3-319-07551-8_9 · doi:10.1007/978-3-319-07551-8_9
  23. sarasua, 2011, Using GIS-based, hitchcock algorithm to optimize parking allocations for special events, Appl GIS, 7, 1
  24. 10.1016/j.ejor.2005.02.033 · doi:10.1016/j.ejor.2005.02.033
  25. 10.1155/2013/473471 · doi:10.1155/2013/473471
  26. 10.1109/ICC.2012.6364635 · doi:10.1109/icc.2012.6364635
  27. 10.1016/j.trc.2008.07.001 · doi:10.1016/j.trc.2008.07.001
  28. 10.1186/1687-1499-2011-104 · doi:10.1186/1687-1499-2011-104
  29. 10.1109/WAINA.2013.219 · DOI
  30. 10.1007/978-81-322-1695-7_13 · doi:10.1007/978-81-322-1695-7_13
  31. nguyen, 2014, An approach for building an intelligent parking support system, Proc IEEE Symp Commun Inf Technol, 192
  32. sevillano, 2014, Towards smart traffic management systems: Vacant on-street parking spot detection based on video analytics, Proc Int Conf Inf Fusion, 1
  33. 10.1109/TVT.2013.2269015 · DOI
  34. bong, 2008, Integrated approach in the design of car park occupancy information system (COINS), IAENG Int J Comput Sci, 35, 7
  35. 10.1109/INDIN.2012.6301241 · doi:10.1109/indin.2012.6301241
  36. yoo, 2008, PGS: Parking guidance system based on wireless sensor network, Proc Int Symp Wireless Pervasive Comput, 218
  37. 10.1109/RFID-TA.2013.6694505 · DOI
  38. kianpisheh, 2012, Smart parking system (SPS) architecture using ultrasonic detector, Int J Software Eng Appl, 6, 55
  39. 10.4028/www.scientific.net/AMM.198-199.1690 · DOI
  40. 10.1109/SECON.2007.342990 · doi:10.1109/secon.2007.342990
  41. 10.1109/SAINT-W.2007.98 · DOI · Paper page
  42. 10.1145/2386958.2386960 · doi:10.1145/2386958.2386960
  43. 10.1145/2452376.2452459 · doi:10.1145/2452376.2452459
  44. 10.1155/2012/280515 · doi:10.1155/2012/280515
  45. 10.1145/1287748.1287763 · DOI
  46. 10.1109/IVS.2008.4621310 · doi:10.1109/ivs.2008.4621310
  47. 10.1145/1710035.1710065 · DOI
  48. 10.1109/ICCSII.2012.6454358 · doi:10.1109/iccsii.2012.6454358
  49. 10.1109/MDM.2014.72 · DOI
  50. 10.1007/978-3-642-33185-5_31 · doi:10.1007/978-3-642-33185-5_31
  51. 10.1016/j.tra.2014.02.016 · DOI
  52. piorkowski, 2006, Mobile user navigation supported by WSAN: Full-fledge demo of the SmartPark system, Proc ACM Int Symp Mobile AdHoc Netw Comput Tech Demonstration
  53. 10.1145/1287748.1287750 · doi:10.1145/1287748.1287750
  54. 10.1109/INFCOM.2009.5062057 · DOI
  55. 10.1145/1540358.1540367 · doi:10.1145/1540358.1540367
  56. 10.1145/1814433.1814448 · DOI · Paper page
  57. 2016, Yellow Cab of San Francisco Location Dataset
  58. 10.1109/ITSC.2012.6338894 · DOI
  59. 10.1109/DCOSS.2013.15 · doi:10.1109/dcoss.2013.15
  60. kopecký, 2012, ParkJamJAM: Crowdsourcing parking availability information with linked data (DEMO), Extended Semantic Web Conf, 381
  61. kifle, 2015, Crowdsourcing automobile parking availability sensing using mobile phones, Proc Midwest Instruct Comput Symp, 1
  62. 10.1145/2632048.2632098 · DOI
  63. 10.1049/cp:20061316 · doi:10.1049/cp:20061316
  64. 10.1109/MDM.2013.12 · DOI
  65. 10.14257/ijsh.2014.8.1.26 · doi:10.14257/ijsh.2014.8.1.26
  66. 10.1145/1980022.1980156 · doi:10.1145/1980022.1980156
  67. 10.1007/s11277-014-2017-3 · doi:10.1007/s11277-014-2017-3
  68. 10.1109/CECNet.2012.6201624 · doi:10.1109/cecnet.2012.6201624
  69. 10.1109/VETECS.2007.69 · DOI · Paper page
  70. 10.1145/1161064.1161070 · DOI · Paper page
  71. 10.1109/MITS.2015.2390918 · doi:10.1109/mits.2015.2390918
  72. 2011, SFpark Putting Theory Into Practice
  73. 2016, Express
  74. 2016, China Park
  75. 2013, Data Collection—The Scope of Parking in Europe
  76. 10.1016/j.sbspro.2012.09.856 · doi:10.1016/j.sbspro.2012.09.856
  77. 10.1016/j.pmcj.2011.06.003 · DOI
  78. 10.1002/ett.2776 · DOI
  79. rinne, 2014, Mobile crowdsensing of parking space using geofencing and activity recognition, Proc ITS Eur Congr, 16
  80. 10.4108/ICST.MOBIQUITOUS2009.7050 · doi:10.4108/icst.mobiquitous2009.7050
  81. 10.1109/ICCCA.2012.6179195 · DOI
  82. 10.1109/TITS.2011.2158821 · DOI
  83. 10.1109/WF-IoT.2015.7389020 · DOI
  84. 10.1109/LCN.2015.7366316 · DOI
  85. krieg, 2016, Unlocking the smartphone’s senses for smart city parking, Proc IEEE Int Conf Commun, 1
  86. 10.1109/MTITS.2015.7223274 · doi:10.1109/mtits.2015.7223274
  87. 10.1145/2674918.2674929 · DOI
  88. 10.1145/2500423.2500438 · DOI · Paper page
  89. 10.1145/2668332.2668357 · DOI
  90. 10.1109/WF-IoT.2015.7389148 · doi:10.1109/wf-iot.2015.7389148
  91. 2016, Melbourne data
  92. 2016, SmartSantander
  93. 2016, NicePark
  94. 2016, FastPrk
  95. david, 2000, Event-oriented forecast of the occupancy rate of parking spaces as part of a parking information service, Proc World Congr Intell Transp Syst, 6, 6
  96. 10.1109/MITS.2011.940473 · DOI · Paper page
  97. 10.1109/TITS.2011.2156791 · DOI
  98. 10.1117/1.JEI.22.4.041109 · DOI
  99. 10.1109/TITS.2008.922980 · DOI
  100. petsch, 2012, Automated parking space locator: RSM, Proc ASSE North Central Section Conf, 1
  101. 2016, ParkRight
  102. 10.1109/VETECF.2002.1040785 · doi:10.1109/vetecf.2002.1040785
  103. venkateswaran, 2014, Intelligent approach for smart car parking reservation and security maintenance system, International Journal of Engineering Research and Technology, 3, 248, 10.15623/ijret.2014.0302042 · doi:10.15623/ijret.2014.0302042
  104. 10.1109/EIT.2010.5612133 · DOI
  105. 10.1109/MDM.2011.49 · DOI
  106. wang, 2011, A reservation-based smart parking system, Proc IEEE Conf Comput Commun Wksp, 690
  107. 2016, WSN-DPCM
  108. 2016, Area Verda
  109. 10.1109/SPCA.2006.297498 · DOI · Paper page
  110. jeffrey, 2012, Smart parking service based on wireless sensor networks, Proc Int Conf Sensor Technol Appl, 306
  111. 10.1016/j.tra.2011.09.014 · doi:10.1016/j.tra.2011.09.014
  112. 10.1007/978-3-319-07293-7_31 · doi:10.1007/978-3-319-07293-7_31
  113. 10.1016/j.tra.2015.10.004 · DOI
  114. 10.1109/ITSC.2012.6338713 · doi:10.1109/itsc.2012.6338713
  115. 10.1007/s11067-012-9183-1 · doi:10.1007/s11067-012-9183-1
  116. 10.1016/j.sbspro.2013.08.294 · doi:10.1016/j.sbspro.2013.08.294
  117. 10.1109/ICCRD.2011.5764091 · doi:10.1109/iccrd.2011.5764091
  118. 10.1016/j.eswa.2012.01.091 · DOI · Paper page
  119. 10.1016/j.compenvurbsys.2008.09.011 · DOI · Paper page
  120. 10.1145/2525314.2525458 · DOI
  121. 10.1109/TITS.2015.2503598 · doi:10.1109/tits.2015.2503598
  122. 10.3923/jai.2013.43.51 · doi:10.3923/jai.2013.43.51
  123. 10.1145/2468356.2479530 · doi:10.1145/2468356.2479530
  124. 10.1016/j.comcom.2014.04.001 · doi:10.1016/j.comcom.2014.04.001
  125. 10.1109/MDM.2012.76 · DOI
  126. 10.1007/978-3-319-03992-3_17 · doi:10.1007/978-3-319-03992-3_17
  127. 10.1109/WONS.2013.6578315 · DOI
  128. 10.1007/978-3-319-12027-0_54 · DOI
  129. 10.1145/2623330.2623359 · doi:10.1145/2623330.2623359
  130. hong, 2013, Real-time monitoring system for parking space management services, Proc IEEE Conf Syst Process Control, 149
  131. 10.1145/2070481.2070535 · DOI
  132. 2016, Siemens Smart Parking
  133. 10.1016/j.cstp.2015.11.002 · doi:10.1016/j.cstp.2015.11.002
  134. 10.1109/ETFA.2014.7005174 · doi:10.1109/etfa.2014.7005174
  135. samaras, 2013, KATHODIGOS – a novel smart parking system based on wireless sensor network, Intell Transp Syst, 1, 140
  136. yu, 2009, Study on driver’s parking location choice behavior considering drivers’ information acquisition, Proc Int Conf Intell Comput Technol Autom, 3, 764
  137. 10.1109/WAINA.2009.53 · DOI
  138. 10.1109/ICIE.2010.132 · doi:10.1109/icie.2010.132
  139. 10.1109/RSP.2015.7416558 · doi:10.1109/rsp.2015.7416558
  140. 10.1016/j.trc.2009.07.002 · DOI
  141. 10.1016/j.trc.2014.04.010 · doi:10.1016/j.trc.2014.04.010
  142. 2016, Optimod’Lyon
  143. 10.3390/s16060810 · DOI
  144. 10.1109/ICSPC.2007.4728553 · DOI
  145. 10.1109/CISTI.2015.7170430 · doi:10.1109/cisti.2015.7170430
  146. 2016, Smart Canton
  147. 10.1109/ICTAI.2014.49 · doi:10.1109/ictai.2014.49
  148. 10.1016/j.adhoc.2012.03.002 · doi:10.1016/j.adhoc.2012.03.002
  149. 10.1080/15472450.2015.1037955 · DOI · Paper page
  150. vlahogianni, 2014, Exploiting new sensor technologies for real-time parking prediction in urban areas, Proc Transp Res Board Annu Meeting, 1673
  151. zheng, 2015, Parking availability prediction for sensor-enabled car parks in smart cities, Proc IEEE Int Conf Intell Sensors Sensor Netw Inf Process, 1
  152. 10.1109/MITS.2013.2268549 · DOI
  153. 10.1109/MED.2013.6608866 · doi:10.1109/med.2013.6608866
  154. 10.1049/iet-its.2013.0184 · DOI
  155. wu, 2011, Analysis of present status and prediction of future demand on parking in the central area of medium and small city, Proc Int Conf Remote Sens Environ Transp Eng, 57
  156. 10.1080/01944363.2015.1092879 · DOI
  157. demisch, 2015, Demand-responsive pricing on the cheap: Estimating parking occupancy using meter data, Proc Transp Res Board Annu Meeting, 16
  158. 10.1061/(ASCE)0733-9488(2005)131:4(233) · doi:10.1061/(asce)0733-9488(2005)131:4(233 · Paper page
  159. 2016, Citypark—Se garer à Bordeaux
  160. 10.1109/ICT4M.2014.7020616 · DOI
  161. 10.1109/WAINA.2013.150 · DOI
  162. 10.1109/ICM.2011.6177403 · doi:10.1109/icm.2011.6177403
  163. 10.1109/MDM.2013.63 · DOI
  164. medagliani, 2014, Bringing ip to low-power smart objects: The smart parking case in the CALIPSO project, Proc Internet Things Appl -Res Inno Market Deployment, 287
  165. 10.1109/IECON.2012.6389096 · DOI
  166. 10.1109/ICC.2012.6364789 · DOI
  167. lelah, 2010, SensCity: A new project opening the way for sustainable services in the city based on a mutualised m2m infrastructure, Proc CIRP Ind Product-Service Syst Conf, 99
  168. 10.1109/AINA.2016.171 · doi:10.1109/aina.2016.171
  169. 10.1109/WF-IoT.2015.7389150 · DOI
  170. kumar, 2010, A prototype parking system using wireless sensor networks, Int Joint Journal Conf on Engineering and Technology, 276
  171. 10.3923/itj.2009.101.113 · DOI · Paper page
  172. 10.1109/WoWMoM.2013.6583499 · DOI
  173. 10.1155/2013/703830 · DOI
  174. 10.1016/S1665-6423(13)71580-3 · DOI · Paper page
  175. 10.1145/2653481.2653484 · doi:10.1145/2653481.2653484
  176. 10.1109/TITS.2015.2428705 · DOI · Paper page
  177. 10.1109/ICEMI.2009.5274579 · DOI
  178. 10.1049/iet-its.2013.0045 · doi:10.1049/iet-its.2013.0045
  179. larisis, 2012, U-park: Parking management system based on wireless sensor network technology, Proc Int Conf Sensor Technol Appl, 170
  180. 10.1109/SAINTW.2001.998224 · doi:10.1109/saintw.2001.998224
  181. 10.1109/BEC.2010.5629891 · doi:10.1109/bec.2010.5629891
  182. 10.1155/2013/107975 · DOI
  183. hodel-widmer, 2004, PSOS, parking space optimization service, Proc Swiss Transp Res Conf, 1
  184. ganchev, 2008, Intelligent car parking locator service, Int J Inf Technol Knowl, 2, 166
  185. 10.1109/ITST.2011.6060133 · DOI
  186. 10.1109/ACCESS.2015.2477299 · DOI · Paper page
  187. 10.3390/s141222372 · DOI · Paper page
  188. 10.1007/978-3-319-22723-8_50 · doi:10.1007/978-3-319-22723-8_50
  189. 10.1109/ICCVE.2014.7297532 · DOI
  190. yao, 2010, Topology study on parking guidance and information system based on can, Proc Int Conf Comput Mechatron Control Electron Eng, 3, 420
  191. 10.1109/ICCCN.2015.7288448 · doi:10.1109/icccn.2015.7288448

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Metadata

Authors
Lin, T., Rivano, H., & Le Mouel, F.
Venue
IEEE Transactions on Intelligent Transportation Systems
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Published
2017-12
Volume
18
Issue
12
Pages
3229-3253
ISSN
  • 1524-9050 (ISSN-L)
  • 1558-0016
DOI
10.1109/tits.2017.2685143
OpenAlex
W2606393334
Cited by
545
References
0
FWCI
44.95
Type
journal article
Language
en
Open access
closed
Licence
ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html (vor)
Funders
French Rhône-Alpes Region (Explora’Pro, ARC 07 no7075)

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Lin, T., Rivano, H., & Le Mouel, F. (2017). A Survey of Smart Parking Solutions. IEEE Transactions on Intelligent Transportation Systems. https://doi.org/10.1109/tits.2017.2685143

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