urban environments
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Design and Implementation of an IoT-based Traffic and Parking Management System Integrated with GIS for Urban Environments
Abstract: As urbanization accelerates, managing traffic flow and parking availability has become increasingly challenging. This article presents the design and implementation of an internet of things (IoT)-based traffic and parking management system integrated with geographic information systems (GIS) to address these challenges in urban environments. The proposed system utilizes a network of IoT sensors to monitor traffic flow, congestion levels, and parking space availability in real time. The data collected by …
Published in Trends in Transport Engineering and Applications · Vol. 11, Issue 3, 2024 · pp. 23–32 Read article
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Cyclist Safety Enhancement: A Multi-Modal Hazard Detection System
Abstract: This study presents a multi-modal hazard detection system to enhance cyclist safety in urban environments. Lever- aging a combination of computer vision, object tracking, and predictive modeling, the system offers a comprehensive approach to identifying and mitigating potential risks. Key contributions include improved depth estimation through object size priors, multi-class tracking utilizing KCF and Brisk, and a novel recurrent neural network architecture for predicting bicycle movement. The system’s collision detection …
Published in International Journal of Machine Systems and Manufacturing Technology · Vol. 1, Issue 2, 2023 · pp. 35–83 Read article
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Addressing Rural Issues in Urban Planning: Emerging Trends and Reflective Perspectives
Abstract: Urban planning, a crucial component in shaping the future of communities, has traditionally been entered on urban spaces, often neglecting the unique challenges faced by rural areas. This paper delves into the critical intersection of rural issues within urban planning, analysing current trends and providing reflective perspectives on integrating rural considerations. By examining emerging trends such as rural-urban linkages, sustainable agriculture, rural infrastructure development, and technology adoption, this paper explores …
Published in International Journal of Rural and Regional Development · Vol. 1, Issue 2, 2023 · pp. 43–48 Read article