IoT based Smart Parking System

Agarwal, Yash; Ratnani, Punit; Shah, Umang; Jain, Puru

doi:10.1109/iciccs51141.2021.9432196

Cited by 42 publications

(16 citation statements)

References 8 publications

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“…The combination of RFID and IoT mechanism is used in this work to take benefit of both technologies for smart vacant parking slot detection system. Many other parking slot detection systems are proposed in literature but those systems are mostly utilizing either active tags or other motion and proximity detection sensors [19], [23]- [26]. In order to make the system cost-efficient, we have used inkjet-printed passive UHF RFID tags and no expensive sensor for vehicle detection is considered in our system.…”

Section: Iot Enabled Vacant Parking Slot Detection Systemmentioning

confidence: 99%

“…In such a system, the motorists need to book the free slot in advance or else have to search for a free slot before heading towards such parking areas. In [19], the authors presented an intelligent prebooking parking system that uses IoT over WiFi by combining a smartphone app with IR sensors, RFID, and an Arduino. Although the study's findings offer a promising solution for vehicle authentication with RFID tags but transpired as inefficient for vehicle slot detection.…”

Section: Introductionmentioning

confidence: 99%

See 1 more Smart Citation

IoT-Enabled Vacant Parking Slot Detection System Using Inkjet-Printed RFID Tags

Lubna

Zahid

Mufti³

et al. 2023

IEEE Sensors J.

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Section: Iot Enabled Vacant Parking Slot Detection Systemmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

IoT-Enabled Vacant Parking Slot Detection System Using Inkjet-Printed RFID Tags

Lubna

Zahid

Mufti³

et al. 2023

IEEE Sensors J.

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“…IR sensors were used in the created physical scale model as they are small in size and easier to connect, but when it comes to real-life application, IR sensors are restricted as they are affected by sunlight, dust, fog, and rain, which may be present, especially in an open-air garage. So, when it comes to real-life applications ultra-sonic sensors will be used, which are cheap, easy to implement and are not affected by weather conditions [22].…”

Section: Proximity Sensorsmentioning

confidence: 99%

IOT Based Smart Parking System Using Ensemble Learning

Elashmawi¹,

Ahmad²,

Yasser³

et al. 2023

Intelligent Automation &Amp; Soft Computing

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Parking space is usually very limited in major cities, especially Cairo, leading to traffic congestion, air pollution, and driver frustration. Existing car parking systems tend to tackle parking issues in a non-digitized manner. These systems require the drivers to search for an empty parking space with no guarantee of finding any wasting time, resources, and causing unnecessary congestion. To address these issues, this paper proposes a digitized parking system with a proof-of-concept implementation that combines multiple technological concepts into one solution with the advantages of using IoT for real-time tracking of parking availability. User authentication and automated payments are handled using a quick response (QR) code on entry and exit. Some experiments were done on real data collected for six different locations in Cairo via a live popular times library. Several machine learning models were investigated in order to estimate the occupancy rate of certain places. Moreover, a clear analysis of the differences in performance is illustrated with the final model deployed being XGboost. It has achieved the most efficient results with a R 2 score of 85.7%.

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“…The agents are responsible for analyzing driver's parking preferences, vacant lot detection, guiding vehicles to the parking spot, vehicle identification and parking subscription validation, automated fee collection, and authorizing vehicle entrance. In the study [35], the problems with regular parking places were briefed. They have proposed an IoT-based parking solution that used technologies such as WIFI, RFID, IR sensors.…”

Section: Background Studymentioning

confidence: 99%

An IoT Based Intelligent Parking System for the Unutilized Parking Area With Real-Time Monitoring Using Mobile and Web Application

Kabir¹,

Mizan²,

Saha³

et al. 2021

AJCT

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The parking place number still remains insufficient despite the continuous growth in vehicle number. This study proposed a solution using modern technology to resolve these parking issues. The proposed solution is an automated parking management system that reduces parking scarcity by providing unused car parking places. This project has used IoT, mobile application, a web application to serve the following services, parking management, parking place availability monitorization, real-time invoice generation, payment system and, parking management. By proving this system, the hassle of people will be reduced as they are getting updates on nearby available parking spots. Alongside IoT, mobile application, web application other technologies such as GPS -GSM module, image processing method, and other technologies were integrated. The system offers both web and android app-based solutions for better customer experience and easy usage. Moreover, there is also an offline mode to use the system.

show abstract

IoT based Smart Parking System

Cited by 42 publications

References 8 publications

IoT-Enabled Vacant Parking Slot Detection System Using Inkjet-Printed RFID Tags

IoT-Enabled Vacant Parking Slot Detection System Using Inkjet-Printed RFID Tags

IOT Based Smart Parking System Using Ensemble Learning

An IoT Based Intelligent Parking System for the Unutilized Parking Area With Real-Time Monitoring Using Mobile and Web Application

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