Smart parking service based on Wireless Sensor Networks

Yang, Jihoon; Portilla, Jorge; Riesgo, Teresa

doi:10.1109/iecon.2012.6389096

Cited by 83 publications

(34 citation statements)

References 14 publications

(13 reference statements)

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“…Based on this concept various parking systems are developed. The information transmissions are made by mobile and web services in some systems [3,4]. Then various sensors and technologies are used for implementing parking systems.The parking application extends to reservation for parking, automatic payment for parking and identification of car and vehicle license plate recognitions using camera [5].The devices of parking system perform various functionalities based on the technology of the parking system.…”

Section: Related Workmentioning

confidence: 99%

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Smart Parking Cloud Based System

2017

IJAERD

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Section: Related Workmentioning

confidence: 99%

“…And also certain models are not recommended for presence detection. [3] B. Ultrasonic parking sensor The Ultrasonic sensors transmit pulse waveforms between 25 to 50 kHz to the road by detecting transmitted energies, which are reflected back the sensor. They are easy to install but are sensitive to the environment.…”

Section: A Infrared Sensormentioning

confidence: 99%

Smart Parking Cloud Based System

2017

IJAERD

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“…On top of this, the availability of real-time parking information also enables new services, providing an improved urban user experience. As an example, Parking Guidance and Information (PGI) systems [15] help drivers find parking spaces more efficiently, thus ameliorating the problem of cruising for curb parking [16]. On-street parking reservation is another relevant application example [17,18].…”

Section: Related Workmentioning

confidence: 99%

Data Analytics for Smart Parking Applications

Piovesan

Turi

Toigo

et al. 2016

Sensors

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We consider real-life smart parking systems where parking lot occupancy data are collected from field sensor devices and sent to backend servers for further processing and usage for applications. Our objective is to make these data useful to end users, such as parking managers, and, ultimately, to citizens. To this end, we concoct and validate an automated classification algorithm having two objectives: (1) outlier detection: to detect sensors with anomalous behavioral patterns, i.e., outliers; and (2) clustering: to group the parking sensors exhibiting similar patterns into distinct clusters. We first analyze the statistics of real parking data, obtaining suitable simulation models for parking traces. We then consider a simple classification algorithm based on the empirical complementary distribution function of occupancy times and show its limitations. Hence, we design a more sophisticated algorithm exploiting unsupervised learning techniques (self-organizing maps). These are tuned following a supervised approach using our trace generator and are compared against other clustering schemes, namely expectation maximization, k-means clustering and DBSCAN, considering six months of data from a real sensor deployment. Our approach is found to be superior in terms of classification accuracy, while also being capable of identifying all of the outliers in the dataset.

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“…Existen sistemas de reserva [12]. La posibilidad de ver en tiempo real la disponibilidad de sitios ocupados/disponibles se puede evidenciar en [13], [14], en donde con el uso de servidores web es posible la interacción entre los actores del sistema [15].…”

Section: Introductionunclassified

Design of a smart parking system using wireless sensor network

Quinones

Gonazalez

Quinones

et al. 2015

2015 10th Iberian Conference on Information Systems and Technologies (CISTI)

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Resumen -En el presente artículo, se incluye el diseño de un sistema de parqueo inteligente (Smart Parking), tomando como base el estado actual del Sistema Integrado de Estacionamiento tarifado (SIMERT) y la movilidad en la ciudad de Loja Ecuador, con el uso de una red de sensores empleando tecnología inalámbrica basada en Zigbee 900 y DigiMesh 2.4 GHz. Para la factibilidad del proyecto se consideró una plataforma tecnológica que se adapte a las condiciones de la ciudad y que sea amigable con el medio ambiente, además la solución planteada brinda conectividad con un aplicativo Web para parqueo integrando y usabilidad de administradores y usuarios finales. Palabras Clave -SIMERT, SmartCities, SmartParking, WSN, RSI.Abstract -In this article it is included the design of a smart parking system, the base was the current system "Sistema integrado de Estacionamiento (SIMERT)" and the mobility in Loja -Ecuador, with the use of a sensor network and wireless technology based in Zigbee 900 and Digimesh 2.4 GHz. To the feasibility of the project it was considered a technological platform that could be adapted to the city conditions and that be friendly with the environment, furthermore the suggested solution gives us connectivity with a Web application for integrated parking and usability of administrators and final users.

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Smart parking service based on Wireless Sensor Networks

Cited by 83 publications

References 14 publications

Smart Parking Cloud Based System

Smart Parking Cloud Based System

Data Analytics for Smart Parking Applications

Design of a smart parking system using wireless sensor network

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