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AN ADAPTIVE EMERGENCY VEHICLE SMART TRAFFIC CONTROL SYSTEM
Faculty
Computer Science
Year:
2022
Type of Publication:
ZU Hosted
Pages:
Authors:
Israa Abdel Ghaffar Salem Mohammed
Staff Zu Site
Abstract In Staff Site
Journal:
Journal of Theoretical and Applied Information Technology JATIT
Volume:
Keywords :
, ADAPTIVE EMERGENCY VEHICLE SMART TRAFFIC CONTROL
Abstract:
This paper proposes an algorithm that efficiently handles the management of emergency vehicles in a congestion area. The proposed approach utilizes the Dijkstra algorithm to calculate the shortest possible path for the emergency vehicle to reach its destination. The proposed approach uses smart detectors to monitor and manage real-time traffic data. Aside from traffic flow understanding, detectors can track vehicles IDs and prioritize emergency vehicles. The paper introduces a flexible, adaptive, distributed traffic control system that efficiently processes data collected from smart detectors to control traffic signals in a way that minimizes emergency vehicle response time. Experimental results show that our proposed approach outperforms the state-of- the-art of the average response time and the routing of emergency vehicles in a congestion area.
Author Related Publications
Israa Abdel Ghaffar Salem Mohammed, "A Clustered Overflow Configuration of Inpatient Beds in Hospitals", Institute for Operations Research and the Management Sciences, 2021
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Israa Abdel Ghaffar Salem Mohammed, "Estimating Bed Requirements for a Pediatric Department in a University Hospital in Egypt", Modern Management Science & Engineering, 2016
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Israa Abdel Ghaffar Salem Mohammed, "An early discharge approach for managing hospital capacity", International Journal of Modeling, Simulation, and Scientific Computing, 2016
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Israa Abdel Ghaffar Salem Mohammed, "Prediction of Chronic Obstructive Pulmonary Disease Stages Using Machine Learning Algorithms", Springer Nature, 2022
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Israa Abdel Ghaffar Salem Mohammed, "Machine Learning Algorithms for COPD Patients Readmission Prediction: A Data Analytics Approach", Springer Nature, 2022
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Department Related Publications
Saber Mohamed, "Online Generation of Trajectories for Autonomous Vehicles using a Multi-Agent System", IEEE, 2014
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Saber Mohamed, "Parameters Adaptation in Differential Evolution", IEEE, 2012
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Eman samir hasan sayed, "Using Hybrid Dependency Identification with a Memetic Algorithm for Large Scale Optimization Problems", Springer Berlin Heidelberg, 2012
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Eman samir hasan sayed, "A Decomposition-based Algorithm for Dynamic Economic Dispatch Problems", IEEE, 2014
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Eman samir hasan sayed, "Decomposition-based evolutionary algorithm for large scale constrained problems", Elsevier Inc, 2014
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