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- research-articleMay 2024
IoT Applications in Kigali Car Parking Spaces Management for Traffic Congestion Mitigation
- Jururyishya Gasana Bisetsa,
- Zephanie Bizimana,
- Marie Ritha Umutoni,
- Frederic Nzanywayingoma,
- Mathias Nduwingoma
ICSCA '24: Proceedings of the 2024 13th International Conference on Software and Computer ApplicationsPages 261–267https://doi.org/10.1145/3651781.3651822In recent years, the city of Kigali in Rwanda has faced increasing traffic congestion, especially during rush hours, it leads to vehicles being parked along the roads and cause the traffic jams. The manual management of the parking in such conditions is ...
- research-articleJanuary 2024
A low-cost, high-performance middleware solution for unified parking management
Soft Computing - A Fusion of Foundations, Methodologies and Applications (SOFC), Volume 28, Issue 3Pages 2291–2308https://doi.org/10.1007/s00500-024-09642-xAbstractThe parking system is a vital element within intelligent transport systems, playing a pivotal role in alleviating traffic congestion and mitigating associated stress and anxiety. In response to evolving operational requirements, specialized ...
- research-articleNovember 2023
- research-articleNovember 2023
Assessing LoRaWAN radio propagation for smart parking service: An experimental study
Computer Networks: The International Journal of Computer and Telecommunications Networking (CNTW), Volume 235, Issue Chttps://doi.org/10.1016/j.comnet.2023.109962AbstractThe increase of the population living in cities has put a lot of pressure in urban transportation systems. It comes, among other things, with noteworthy air pollution, time and energy wastage, and drivers’ discomfort due to parking spots ...
- research-articleOctober 2023
Autonomous valet parking optimization with two-step reservation and pricing strategy
Journal of Network and Computer Applications (JNCA), Volume 219, Issue Chttps://doi.org/10.1016/j.jnca.2023.103727AbstractWith the development of autonomous vehicle, the autonomous valet parking has been attracting extensive attention, by relieving users’ inconvenience from parking. Compared with shortrange autonomous valet parking, long-range autonomous ...
Highlights- A long-range autonomous valet parking service is introduced.
- The parking ...
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- research-articleMay 2023
Deep learning-based parking occupancy detection framework using ResNet and VGG-16
Multimedia Tools and Applications (MTAA), Volume 83, Issue 1Pages 1941–1964https://doi.org/10.1007/s11042-023-15654-wAbstractThe rise in traffic congestion today has necessitated growing research and development in parking management systems to provide real-time indications of the occupancy of indoor and outdoor parking spaces. The main challenge has been developing ...
- research-articleDecember 2022
An intelligent parking management system using RFID technology based on user preferences
Soft Computing - A Fusion of Foundations, Methodologies and Applications (SOFC), Volume 26, Issue 24Pages 13869–13884https://doi.org/10.1007/s00500-022-07411-2AbstractDue to the tremendous progress in the automotive industry, the growth of the urban population, the number of cars is increasing and this creates parking challenges. Intelligent parking management systems offer an optimal solution for finding empty ...
- research-articleNovember 2022
Multi-camera vehicle counting using edge-AI
Expert Systems with Applications: An International Journal (EXWA), Volume 207, Issue Chttps://doi.org/10.1016/j.eswa.2022.117929AbstractThis paper presents a novel solution to automatically count vehicles in a parking lot using images captured by smart cameras. Unlike most of the literature on this task, which focuses on the analysis of single images, this paper ...
Highlights- Smart mobility is crucial for smart cities and traffic-related issues.
- We ...
- research-articleOctober 2022
Blockchain-based parking sharing service for smart city development
Computers and Electrical Engineering (CENG), Volume 103, Issue Chttps://doi.org/10.1016/j.compeleceng.2022.108267AbstractThe increased density of the urban population and frequent transportation movement has lead to parking issues in these areas. Many efforts have been made to efficiently utilize the existing parking facilities. Most of these solutions ...
Highlights- To the best of our knowledge, this is our novel contribution to develop an O2O based parking sharing service.
- research-articleOctober 2022
IoT-Gov: an IoT governance framework using the blockchain
AbstractInternet of Things (IoT) has become an essential technology in different daily life domains including health, industry and finance among many others. The implementation of IoT systems requires different underlying technologies such as applications,...
- research-articleSeptember 2022
Edge computing-enabled secure and energy-efficient smart parking: A review
- Cheng Pin Lee,
- Fabian Tee Jee Leng,
- Riyaz Ahamed Ariyaluran Habeeb,
- Mohamed Ahzam Amanullah,
- Muhammad Habib ur Rehman
Microprocessors & Microsystems (MSYS), Volume 93, Issue Chttps://doi.org/10.1016/j.micpro.2022.104612AbstractWith the increasing number of cars on road, it can be challenging trying to find a parking spot, especially during seasonal times. In the existing mechanism, the driver has to go in rounds trying to find a parking spot, this is an ...
- ArticleMay 2022
Visual Parking Space Estimation Using Detection Networks and Rule-Based Systems
Bio-inspired Systems and Applications: from Robotics to Ambient IntelligencePages 583–592https://doi.org/10.1007/978-3-031-06527-9_58AbstractIn this paper we propose a vision-based two-stage parking detection module. The first stage detects vehicles in images based on a deep neural network. Then, a rule-based system determines the car parking spaces in the image. Experimental results ...
- research-articleMay 2022
Deep reinforcement learning approach towards a smart parking architecture
Cluster Computing (KLU-CLUS), Volume 26, Issue 1Pages 255–266https://doi.org/10.1007/s10586-022-03599-yAbstractFinding a vacant parking slot in densely populated areas leads to excessive emission of Carbon Dioxide, fuel, and time wastage. Recently, the Industrial Internet of Things (IIoT) has shown significant potential to strengthen the notion of smart ...
- research-articleMarch 2022
A Social IoT-based platform for the deployment of a smart parking solution
Computer Networks: The International Journal of Computer and Telecommunications Networking (CNTW), Volume 205, Issue Chttps://doi.org/10.1016/j.comnet.2021.108756AbstractIn this paper, we propose a novel IoT-based smart parking (SP) solution which has been designed to provide information on the status of parking spots offered in on-street parking areas. We mostly focused on the following issues of the ...
- ArticleMarch 2022
A Marker-Based Image Processing Method for Detecting Available Parking Slots from UAVs
New Trends in Image Analysis and Processing -- ICIAP 2015 WorkshopsPages 275–281https://doi.org/10.1007/978-3-319-23222-5_34AbstractDue to the considerable number of vehicles in many cities, parking problem is a long-term phenomenon and represents one of the main causes of traffic congestion. Unmanned Aerial Vehicles (UAVs) can handle automatic monitoring of traffic, pollution ...
- ArticleMarch 2022
Designing IDA - An Intelligent Driver Assistant for Smart City Parking in Singapore
- Andreea I. Niculescu,
- Mei Quin Lim,
- Seno A. Wibowo,
- Kheng Hui Yeo,
- Boon Pang Lim,
- Michael Popow,
- Dan Chia,
- Rafael E. Banchs
AbstractA current problem modern cities are facing is the increased traffic flow and heavily congested parking places. To reduce the time and traffic caused by finding available parking we propose IDA, an Intelligent Driver Assistant. The main objective ...
- research-articleApril 2022
Smart parking for electric scooter
ICFNDS '21: Proceedings of the 5th International Conference on Future Networks and Distributed SystemsPages 532–536https://doi.org/10.1145/3508072.3508182The advantages and disadvantages of using one of the environmentally friendly modes of transport - an electric scooter - are considered. It was noted that one of the constraining factors for the development of this type of transport is the poorly ...
- ArticleJuly 2021
Making Parking Lot Accessible Through IoT
- José Rafael Rojano-Cáceres,
- Jesús Antonio Rosas-Percastre,
- Teresita Alvarez-Robles,
- J. Andrés Sandoval-Bringas
Universal Access in Human-Computer Interaction. Access to Media, Learning and Assistive EnvironmentsPages 485–493https://doi.org/10.1007/978-3-030-78095-1_35AbstractWhen we think in accessibility in a parking lot we could consider aspects as adaptation of facilities as such as ramps or elevators, even accessible signage. But here we talk about the possibility to communicate the state of parking spots which ...
- research-articleSeptember 2021
Towards a continuous forecasting mechanism of parking occupancy in urban environments
IDEAS '21: Proceedings of the 25th International Database Engineering & Applications SymposiumPages 263–272https://doi.org/10.1145/3472163.3472265Searching for an available parking space is a stressful and time-consuming task, which leads to increasing traffic and environmental pollution due to the emission of gases. To solve these issues, various solutions relying on information technologies (...
- research-articleApril 2021
An intelligent parking sharing system for green and smart cities based IoT
Computer Communications (COMS), Volume 172, Issue CPages 10–18https://doi.org/10.1016/j.comcom.2021.02.017AbstractToday car drivers struggle to find a free parking space for their cars. It is considered a big challenge specially in large cities and in rush hours. Many studies considered this problem and how it influences our life. This increases ...