A Survey of Smart Parking Solutions

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.

[1]  F. Siewe,et al.  An InfoStation-based context-aware on-street parking system , 2012, 2012 International Conference on Computer Systems and Industrial Informatics.

[2]  Sylvain Lecomte,et al.  Sharing with caution: Managing parking spaces in vehicular networks , 2013, Mob. Inf. Syst..

[3]  Fernando Luiz Koch,et al.  Recognition and Recommendation of Parking Places , 2014, IBERAMIA.

[4]  Nilesh Padhariya,et al.  edPAS: Event-Based Dynamic Parking Allocation System in Vehicular Networks , 2014, 2014 IEEE 15th International Conference on Mobile Data Management.

[5]  Panta Lucic,et al.  Intelligent parking systems , 2006, Eur. J. Oper. Res..

[6]  Jong-Ho Shin,et al.  A study on smart parking guidance algorithm , 2014 .

[7]  Mohamed Abid,et al.  A parking management system using Wireless Sensor Networks , 2011, ICM 2011 Proceeding.

[8]  Jesus Villalobos,et al.  Crowdsourcing Automobile Parking Availibility Sensing Using Mobile Phones , 2015 .

[9]  Ioannis Stavrakakis,et al.  Opportunistically assisted parking service discovery: Now it helps, now it does not , 2012, Pervasive Mob. Comput..

[10]  Matei Ripeanu,et al.  Crowdsourcing for on-street smart parking , 2012, DIVANet@MSWiM.

[11]  Ivan Ganchev,et al.  INTELLIGENT CAR PARKING LOCATOR SERVICE , 2008 .

[12]  Flavien Balbo,et al.  Management of Urban Parking: An Agent-Based Approach , 2012, AIMSA.

[13]  Veeramuthu Venkatesh,et al.  Competent Smart Car Parking: An OSGi Approach , 2013 .

[14]  Jianhong Xia,et al.  Development of Fuzzy Logic Forecast Models for Location-Based Parking Finding Services , 2013 .

[15]  Marco Gruteser,et al.  ParkNet: drive-by sensing of road-side parking statistics , 2010, MobiSys '10.

[16]  Yizhou Wu Analysis of present status and prediction of future demand on parking in the central area of medium and small city , 2011, 2011 International Conference on Remote Sensing, Environment and Transportation Engineering.

[17]  Hervé Rivano,et al.  Performance comparison of contention- and schedule-based mac protocols in urban parking sensor networks , 2014, WiMobCity '14.

[18]  Carlos Valdivieso,et al.  Design of a smart parking system using wireless sensor network , 2015, 2015 10th Iberian Conference on Information Systems and Technologies (CISTI).

[19]  Juan Sancho,et al.  Parking Easier by Using Context Information of a Smart City: Enabling Fast Search and Management of Parking Resources , 2013, 2013 27th International Conference on Advanced Information Networking and Applications Workshops.

[20]  Gwo-Jiun Horng,et al.  The Adaptive Recommendation Mechanism for Distributed Parking Service in Smart City , 2014, Wireless Personal Communications.

[21]  John Domingue,et al.  ParkJamJAM: Crowdsourcing Parking Availability Information with Linked Data (Demo) , 2012, ESWC.

[22]  Maria Papadaki,et al.  Vulnerability of opportunistic parking assistance systems to vehicular node selfishness , 2014, Comput. Commun..

[23]  Thierry Delot,et al.  A Content-Based Dissemination Protocol for VANETs: Exploiting the Encounter Probability , 2011, IEEE Transactions on Intelligent Transportation Systems.

[24]  Kaigui Bian,et al.  VeLoc: finding your car in the parking lot , 2014, SenSys.

[25]  Peng Li,et al.  CGPS: A Collaborative Game in Parking-Lot Search , 2014 .

[26]  Dirk C. Mattfeld,et al.  Temporal and Spatial Clustering for a Parking Prediction Service , 2014, 2014 IEEE 26th International Conference on Tools with Artificial Intelligence.

[27]  Yi Huang,et al.  iParker—A New Smart Car-Parking System Based on Dynamic Resource Allocation and Pricing , 2016, IEEE Transactions on Intelligent Transportation Systems.

[28]  Jie Lin,et al.  Parking in Competitive Settings: A Gravitational Approach , 2012, 2012 IEEE 13th International Conference on Mobile Data Management.

[29]  Maria Papadaki,et al.  Opportunistically-assisted parking search: A story of free riders, selfish liars and bona fide mules , 2013, 2013 10th Annual Conference on Wireless On-demand Network Systems and Services (WONS).

[30]  Karel Martens,et al.  The Potential Impact of Vehicle-to-Vehicle and Sensor-to-Vehicle Communication in Urban Parking , 2015, IEEE Intelligent Transportation Systems Magazine.

[31]  Sheng-Tzong Cheng,et al.  Using cellular automata on recommendation mechanism for smart parking in vehicular environments , 2012, 2012 2nd International Conference on Consumer Electronics, Communications and Networks (CECNet).

[32]  D. J. Shah,et al.  Vehicular parking space discovery with agent approach , 2011, ICWET.

[33]  Amitabha Ghosh,et al.  Intelligent parking lot application using wireless sensor networks , 2008, 2008 International Symposium on Collaborative Technologies and Systems.

[34]  Seppo Törmä,et al.  Mobile crowdsensing of parking space using geofencing and activity recognition , 2014 .

[35]  Ioannis Stavrakakis,et al.  Leveraging Information in Parking Assistance Systems , 2013, IEEE Transactions on Vehicular Technology.

[36]  Christopher Leckie,et al.  Parking availability prediction for sensor-enabled car parks in smart cities , 2015, 2015 IEEE Tenth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP).

[37]  Maria Laura Stefanizzi,et al.  A Smart Parking System based on IoT protocols and emerging enabling technologies , 2015, 2015 IEEE 2nd World Forum on Internet of Things (WF-IoT).

[38]  Lin Yao,et al.  Topology study on parking guidance and information system based on CAN , 2010, 2010 International Conference on Computer, Mechatronics, Control and Electronic Engineering.

[39]  Jeroen Doggen,et al.  Wireless Sensor Network Protocol for Smart Parking Application Experimental Study on the Arduino Platform , 2012 .

[40]  Xiao Chen markcx,et al.  Parking Occupancy Prediction and Pattern Analysis , 2014 .

[41]  Hervé Rivano,et al.  Urban Infrastructure Deployment for Wireless On-Street Parking Sensor Networks , 2015 .

[42]  Cormac J. Sreenan,et al.  Car-Park Management using Wireless Sensor Networks , 2006, Proceedings. 2006 31st IEEE Conference on Local Computer Networks.

[43]  Martin Mauve,et al.  Predicting Parking Lot Occupancy in Vehicular Ad Hoc Networks , 2007, 2007 IEEE 65th Vehicular Technology Conference - VTC2007-Spring.

[44]  Andreas Klappenecker,et al.  Finding available parking spaces made easy , 2010, DIALM-POMC '10.

[45]  Hui Zhao,et al.  IPARK: Location-Aware-Based Intelligent Parking Guidance over Infrastructureless VANETs , 2012, Int. J. Distributed Sens. Networks.

[46]  N. Yoshikai,et al.  Intelligent parking reservation service on the Internet , 2001, Proceedings 2001 Symposium on Applications and the Internet Workshops (Cat. No.01PR0945).

[47]  Jiannong Cao,et al.  An Intelligent Car Park Management System based on Wireless Sensor Networks , 2006, 2006 First International Symposium on Pervasive Computing and Applications.

[48]  U. Manni,et al.  Smart sensing and time of arrival based location detection in Parking Management services , 2010, 2010 12th Biennial Baltic Electronics Conference.

[49]  D. Colle,et al.  On‐street smart parking networks at a fraction of their cost: performance analysis of a sampling approach , 2014, Trans. Emerg. Telecommun. Technol..

[50]  Youngok Kim,et al.  Smart Parking Information System Exploiting Visible Light Communication , 2014 .

[51]  Drazen Draskovic,et al.  A model of software system for parking using search algorithms , 2012, 2012 Proceedings of the 35th International Convention MIPRO.

[52]  Felix Caicedo,et al.  The use of space availability information in "PARC" systems to reduce search times in parking facilities , 2009 .

[53]  Mauro Dell'Orco,et al.  Multi Agent Systems Approach to Parking Facilities Management , 2005 .

[54]  Maxime Louvel,et al.  Rapid prototyping of complete systems, the case study of a smart parking , 2015, 2015 International Symposium on Rapid System Prototyping (RSP).

[55]  Der-Jiunn Deng,et al.  A Cloud-Based Smart-Parking System Based on Internet-of-Things Technologies , 2015, IEEE Access.

[56]  Sahibzada Ali Mahmud,et al.  A Survey of Intelligent Car Parking System , 2013 .

[57]  Nguyen Thai-Nghe,et al.  An approach for building an intelligent parking support system , 2014, SoICT.

[58]  Prithwish Basu,et al.  Networked parking spaces: architecture and applications , 2002, Proceedings IEEE 56th Vehicular Technology Conference.

[59]  Merkourios Karaliopoulos,et al.  Bounded rationality can increase parking search efficiency , 2014, MobiHoc '14.

[60]  Xiaoduan Sun,et al.  Parking Choice Behavior Investigation: A Case Study at Beijing Lama Temple , 2013 .

[61]  Jagruti Sahoo,et al.  Agile Urban Parking Recommendation Service for Intelligent Vehicular Guiding System , 2014, IEEE Intelligent Transportation Systems Magazine.

[62]  Mohd Yamani Idna Idris,et al.  A Review of Smart Parking System and its Technology , 2009 .

[63]  Zhang Bin,et al.  A design of parking space detector based on video image , 2009, 2009 9th International Conference on Electronic Measurement & Instruments.

[64]  Caroline J Rodier,et al.  Transit-based smart parking: An evaluation of the San Francisco Bay area field test , 2010 .

[65]  Christos G. Cassandras,et al.  New “Smart Parking” System Based on Resource Allocation and Reservations , 2013, IEEE Transactions on Intelligent Transportation Systems.

[66]  Kevin Petsch,et al.  Automated Parking Space Locator: RSM , 2012 .

[67]  Robert Shorten,et al.  On the Design of Campus Parking Systems With QoS Guarantees , 2015, IEEE Transactions on Intelligent Transportation Systems.

[68]  Michele Amoretti,et al.  Collaborative Mobile Application and Advanced Services for Smart Parking , 2013, 2013 IEEE 14th International Conference on Mobile Data Management.

[69]  Daeyoung Kim,et al.  PGS: Parking Guidance System based on wireless sensor network , 2008, 2008 3rd International Symposium on Wireless Pervasive Computing.

[70]  Martin Mauve,et al.  Decentralized discovery of free parking places , 2006, VANET '06.

[71]  S. Pullola,et al.  Towards an Intelligent GPS-Based Vehicle Navigation System for Finding Street Parking Lots , 2007, 2007 IEEE International Conference on Signal Processing and Communications.

[72]  Eleni I. Vlahogianni,et al.  Exploiting New Sensor Technologies for Real-Time Parking Prediction in Urban Areas , 2014 .

[73]  R Vishnubhotla,et al.  ZigBee based multi-level parking vacancy monitoring system , 2010, 2010 IEEE International Conference on Electro/Information Technology.

[74]  Xiaodong Lin,et al.  SPARK: A New VANET-Based Smart Parking Scheme for Large Parking Lots , 2009, IEEE INFOCOM 2009.

[75]  Shuo-Yan Chou,et al.  Dynamic parking negotiation and guidance using an agent-based platform , 2008, Expert Syst. Appl..

[76]  Ronachai Pongthornseri,et al.  iParking: A parking management framework , 2011, 2011 11th International Conference on ITS Telecommunications.

[77]  Christian S. Jensen,et al.  iPark: identifying parking spaces from trajectories , 2013, EDBT '13.

[78]  Alex Demisch,et al.  Demand-Responsive Pricing on the Cheap: Estimating Parking Occupancy Using Meter Data , 2015 .

[79]  Bo Xu,et al.  UPDetector: sensing parking/unparking activities using smartphones , 2014, IWCTS@SIGSPATIAL.

[80]  Wan Chen Zhao,et al.  Parking Management System with RFID and Sensor Networks , 2012 .

[81]  Xavier Sevillano,et al.  Towards smart traffic management systems: Vacant on-street parking spot detection based on video analytics , 2014, 17th International Conference on Information Fusion (FUSION).

[82]  Hans-Peter Kriegel,et al.  Probabilistic parking queries using aging functions , 2013, SIGSPATIAL/GIS.

[83]  Martin Mauve,et al.  Probabilistic aggregation for data dissemination in VANETs , 2007, VANET '07.

[84]  Hojung Cha,et al.  Acoustic Sensor Network-Based Parking Lot Surveillance System , 2009, EWSN.

[85]  Mohamed F. Younis,et al.  Participatory-sensing-enabled efficient Parking Management in modern cities , 2015, 2015 IEEE 40th Conference on Local Computer Networks (LCN).

[86]  Abu Asaduzzaman,et al.  A time and energy efficient parking system using Zigbee communication protocol , 2015, SoutheastCon 2015.

[87]  Philip S. Yu,et al.  PhonePark: Street Parking Using Mobile Phones , 2012, 2012 IEEE 13th International Conference on Mobile Data Management.

[88]  Adel W. Sadek,et al.  Modeling Parking Behavior Under Uncertainty: A Static Game Theoretic versus a Sequential Neo-additive Capacity Modeling Approach , 2013 .

[89]  Philip S. Yu,et al.  Real-Time Street Parking Availability Estimation , 2013, 2013 IEEE 14th International Conference on Mobile Data Management.

[90]  Fabrice Mathieux,et al.  SensCity: a new project opening the way for sustainable services in the city based on a mutualised M2M infrastructure , 2010 .

[91]  J. Chinrungrueng,et al.  Smart Parking: An Application of Optical Wireless Sensor Network , 2007, 2007 International Symposium on Applications and the Internet Workshops.

[92]  Geoffrey Challen,et al.  PocketParker: pocketsourcing parking lot availability , 2014, UbiComp.

[93]  Liu Bai,et al.  A smart roadside parking navigation system based on sensor networks for ITS , 2006 .

[94]  Li Zhao,et al.  A Cloud-Based Car Parking Middleware for IoT-Based Smart Cities: Design and Implementation , 2014, Sensors.

[95]  Francesco Marcelloni,et al.  Low-Effort Support to Efficient Urban Parking in a Smart City Perspective , 2014, Advances onto the Internet of Things.

[96]  Ellen Isaacs,et al.  Testing a novel parking system: on-street reservations , 2013, CHI Extended Abstracts.

[97]  A David,et al.  EVENT-ORIENTED FORECAST OF THE OCCUPANCY RATE OF PARKING SPACES AS PART OF A PARKING INFORMATION SERVICE , 2000 .

[98]  Claudia Di Napoli,et al.  Agent Negotiation for Different Needs in Smart Parking Allocation , 2014, PAAMS.

[99]  Wuhong Wang,et al.  Micro-simulation study on the effect of on-street parking on vehicular flow , 2012, 2012 15th International IEEE Conference on Intelligent Transportation Systems.

[100]  Michiel van Wezel,et al.  Cbprs: A City Based Parking and Routing System , 2008 .

[101]  Luciano Bononi,et al.  Park Here! a smart parking system based on smartphones' embedded sensors and short range Communication Technologies , 2015, 2015 IEEE 2nd World Forum on Internet of Things (WF-IoT).

[102]  Burkhard Stiller,et al.  parkITsmart: Minimization of Cruising for Parking , 2015, 2015 24th International Conference on Computer Communication and Networks (ICCCN).

[103]  Joachim Taiber,et al.  ParkinGain: Toward a smart parking application with value-added services integration , 2014, 2014 International Conference on Connected Vehicles and Expo (ICCVE).

[104]  Adam Millard-Ball,et al.  Is the Curb 80% Full or 20% Empty? Assessing the Impacts of San Francisco's Parking Pricing Experiment , 2014 .

[105]  Suo Cong,et al.  PSOS, Parking Space Optimization Service , 2004 .

[106]  Phil Blythe,et al.  Short-term forecasting of available parking space using wavelet neural network model , 2015 .

[107]  Twittie Senivongse,et al.  Recommendation and Application of Fault Tolerance Patterns to Services , 2009 .

[108]  J. Portilla,et al.  Smart parking service based on Wireless Sensor Networks , 2012, IECON 2012 - 38th Annual Conference on IEEE Industrial Electronics Society.

[109]  Jean-Marc Andreoli,et al.  New algorithms for parking demand management and a city-scale deployment , 2014, KDD.

[110]  Rafael E. Banchs,et al.  Designing IDA - An Intelligent Driver Assistant for Smart City Parking in Singapore , 2015, INTERACT.

[111]  Wei Wang,et al.  Optimized Combination Model and Algorithm of Parking Guidance Information Configuration , 2011 .

[112]  P. Vijay Kumar,et al.  A Prototype Parking System using Wireless Sensor Networks , 2010 .

[113]  Wade Trappe,et al.  ParkNet: a mobile sensor network for harvesting real time vehicular parking information , 2009, MobiHoc S3 '09.

[114]  Fengqi Yu,et al.  A Street Parking System Using Wireless Sensor Networks , 2013, Int. J. Distributed Sens. Networks.

[115]  Ho Gi Jung,et al.  Scanning Laser Radar-Based Target Position Designation for Parking Aid System , 2008, IEEE Transactions on Intelligent Transportation Systems.

[116]  Asnor Juraiza Ishak,et al.  Real-Time Monitoring System for Parking Space Management Services , 2013, 2013 IEEE Conference on Systems, Process & Control (ICSPC).

[117]  Zhenhua Mou,et al.  Noncooperative Game Theory Based Curb Parking Policies Study , 2011, 2011 International Conference on Management and Service Science.

[118]  I. Howitt,et al.  Design considerations for a wireless sensor network for locating parking spaces , 2007, Proceedings 2007 IEEE SoutheastCon.

[119]  T. Delot,et al.  Dissemination of information in inter-vehicle ad hoc networks , 2008, 2008 IEEE Intelligent Vehicles Symposium.

[120]  Sabato Marco Siniscalchi,et al.  A Novel Architecture of Parking Management for Smart Cities , 2012 .

[121]  Petros A. Ioannou,et al.  Intelligent parking assist , 2013, 21st Mediterranean Conference on Control and Automation.

[122]  Eftychios Protopapadakis,et al.  Smart parking solutions for urban areas , 2013, 2013 IEEE 14th International Symposium on "A World of Wireless, Mobile and Multimedia Networks" (WoWMoM).

[123]  Matthias Grossglauser,et al.  Mobile User Navigation Supported by WSAN: Full-fledge Demo of the SmartPark System , 2006 .

[124]  Eleni I. Vlahogianni,et al.  A Real-Time Parking Prediction System for Smart Cities , 2016, J. Intell. Transp. Syst..

[125]  P. J. Pramod,et al.  Design and Implementation of a Prototype Smart PARKing (SPARK) System Using Wireless Sensor Networks , 2009, 2009 International Conference on Advanced Information Networking and Applications Workshops.

[126]  Robert Shorten,et al.  Delay-Tolerant Stochastic Algorithms for Parking Space Assignment , 2014, IEEE Transactions on Intelligent Transportation Systems.

[127]  A. Pande,et al.  Classification tree analysis of factors affecting parking choices in Qatar , 2016 .

[128]  Gongjun Yan,et al.  SmartParking: A Secure and Intelligent Parking System , 2011, IEEE Intelligent Transportation Systems Magazine.

[129]  Emmanouil Chaniotakis,et al.  Drivers’ parking location choice under uncertain parking availability and search times: A stated preference experiment , 2015 .

[130]  Fengqi Yu,et al.  Design and implementation of a street parking system using wireless sensor networks , 2012, IEEE 10th International Conference on Industrial Informatics.

[131]  Antonio Albiol,et al.  Detection of Parked Vehicles Using Spatiotemporal Maps , 2011, IEEE Transactions on Intelligent Transportation Systems.

[132]  Djamel Djenouri,et al.  Networked Wireless Sensors, Active RFID, and Handheld Devices for Modern Car Park Management: WSN, RFID, and Mob Devs for Car Park Management , 2015, Int. J. Handheld Comput. Res..

[133]  Eftychios Protopapadakis,et al.  Improving Service Quality for Parking Lot Users Using Intelligent Parking Reservation Policies , 2013, 2013 27th International Conference on Advanced Information Networking and Applications Workshops.

[134]  Sylvain Lecomte,et al.  Cooperative parking space allocation in vehicular ad hoc networks , 2009, 2009 6th Annual International Mobile and Ubiquitous Systems: Networking & Services, MobiQuitous.

[135]  Itzhak Benenson,et al.  PARKAGENT: An agent-based model of parking in the city , 2008, Comput. Environ. Urban Syst..

[136]  Adrian Perrig,et al.  VANET-based approach for parking space availability , 2007, VANET '07.

[137]  Yang Jun,et al.  A System Framework of Active Parking Guidance and Information System , 2010, 2010 WASE International Conference on Information Engineering.

[138]  Sabato Marco Siniscalchi,et al.  Architecture for parking management in smart cities , 2014 .

[139]  Wenbo He,et al.  A Reservation-based Smart Parking System , 2011, 2011 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS).

[140]  Onno Zoeter,et al.  Understanding Dynamic Pricing for Parking in Los Angeles: Survey and Ethnographic Results , 2014, HCI.

[141]  Carola A. Blazquez,et al.  Prediction of parking space availability in real time , 2012, Expert Syst. Appl..

[142]  Stavros A. Koubias,et al.  A fuzzy rule-based and energy-efficient method for estimating the free size of parking places in smart cities by using wireless sensor networks , 2014, Proceedings of the 2014 IEEE Emerging Technology and Factory Automation (ETFA).

[143]  Jie Lin,et al.  Pricing of parking for congestion reduction , 2012, SIGSPATIAL/GIS.

[144]  D. Shoup,et al.  Parking, People, and Cities , 2005 .

[145]  Juan Carlos Preciado,et al.  A Smart Parking Campus: An Example of Integrating Different Parking Sensing Solutions into a Single Scalable System , 2014, ERCIM News.

[146]  Alex Delis,et al.  Reaching Available Public Parking Spaces in Urban Environments Using Ad Hoc Networking , 2011, 2011 IEEE 12th International Conference on Mobile Data Management.

[147]  Shariq Haseeb,et al.  Rapid development of smart parking system with cloud-based platforms , 2014, The 5th International Conference on Information and Communication Technology for The Muslim World (ICT4M).

[148]  Gauthier Picard,et al.  Multi-agent based governance model for Machine-to-Machine networks in a smart parking management system , 2012, 2012 IEEE International Conference on Communications (ICC).

[149]  Younghan Kim,et al.  A Novel Location-Centric IoT-Cloud Based On-Street Car Parking Violation Management System in Smart Cities , 2016, Sensors.

[150]  G. Revathi,et al.  Smart parking systems and sensors: A survey , 2012, 2012 International Conference on Computing, Communication and Applications.

[151]  Orhan Bulan,et al.  Video-based real-time on-street parking occupancy detection system , 2013, J. Electronic Imaging.

[152]  Jie Lin,et al.  Parking slot assignment games , 2011, GIS.

[153]  Marco Zennaro,et al.  On the Design of Smart Parking Networks in the Smart Cities: An Optimal Sensor Placement Model , 2015, Sensors.

[154]  Chao Hu,et al.  The research on optimal parking space choice model in parking lots , 2011, 2011 3rd International Conference on Computer Research and Development.

[155]  David Villa,et al.  Crowdsensing smart city parking monitoring , 2015, 2015 IEEE 2nd World Forum on Internet of Things (WF-IoT).

[156]  Imre Lendak,et al.  Simulation environment for investigating crowd-sensing based urban parking , 2015, 2015 International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS).

[157]  André-Luc Beylot,et al.  Unlocking the smartphone's senses for smart city parking , 2016, 2016 IEEE International Conference on Communications (ICC).

[158]  Cecilia Mascolo,et al.  ParkSense: a smartphone based sensing system for on-street parking , 2013, MobiCom.

[159]  Petros A. Ioannou,et al.  On-Street and Off-Street Parking Availability Prediction Using Multivariate Spatiotemporal Models , 2015, IEEE Transactions on Intelligent Transportation Systems.

[160]  Sylvain Lecomte,et al.  A cooperative reservation protocol for parking spaces in vehicular ad hoc networks , 2009, Mobility Conference.

[161]  Michael Müller,et al.  Dynamic Street-Parking Optimisation , 2016, 2016 IEEE 30th International Conference on Advanced Information Networking and Applications (AINA).

[162]  Debabrata Das,et al.  Smart Parking System using Wireless Sensor Networks , 2012 .

[163]  V. Venkateswaran,et al.  INTELLIGENT APPROACH FOR SMART CAR PARKING RESERVATION AND SECURITY MAINTENANCE SYSTEM , 2014 .

[164]  Marco Gruteser,et al.  Crowdsensing Maps of On-street Parking Spaces , 2013, 2013 IEEE International Conference on Distributed Computing in Sensor Systems.

[165]  Widad Ismail,et al.  Integrating ZigBee-based mesh network with embedded passive and active RFID for production management automation , 2013, 2013 IEEE International Conference on RFID-Technologies and Applications (RFID-TA).

[166]  Amin Kianpisheh,et al.  Smart Parking System (SPS) Architecture Using Ultrasonic Detector , 2012 .

[167]  Mikhail Chester,et al.  Parking Infrastructure: A Constraint on or Opportunity for Urban Redevelopment? , 2016 .

[168]  Deepak Ganesan,et al.  TruCentive: A game-theoretic incentive platform for trustworthy mobile crowdsourcing parking services , 2012, 2012 15th International IEEE Conference on Intelligent Transportation Systems.

[169]  Rosa Maimone,et al.  BeeParking: an ambient display to induce cooperative parking behavior , 2011, ICMI '11.

[170]  K. C. Ting,et al.  Integrated Approach in the Design of Car Park Occupancy Information System (COINS) , 2008 .

[171]  Hervé Rivano,et al.  How to choose the relevant MAC protocol for wireless smart parking urban networks? , 2014, PE-WASUN '14.

[172]  Catherine Morency,et al.  Integrating parking behaviour in activity-based travel demand modelling: Investigation of the relationship between parking type choice and activity scheduling process , 2009 .

[173]  Lei Shu,et al.  A fairness-aware smart parking scheme aided by parking lots , 2012, 2012 IEEE International Conference on Communications (ICC).

[174]  Mashrur Chowdhury,et al.  Using a GIS-based, Hitchcock algorithm to optimize parking allocations for special events , 2011 .

[175]  Yang Xiaoguang,et al.  Study on Driver's Parking Location Choice Behavior Considering Drivers' Information Acquisition , 2009, 2009 Second International Conference on Intelligent Computation Technology and Automation.