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Datasets in Vehicular Communication Systems: A Review of Current Trends and Future Prospects
Vehicular communication systems are at the forefront of intelligent transportation networks,
enabling advancements in safety, efficiency, and autonomous driving. In the rapidly evolving …
enabling advancements in safety, efficiency, and autonomous driving. In the rapidly evolving …
Test-data generation and integration for long-distance e-vehicle routing
Advanced route planning algorithms are one of the key enabling technologies for emerging
electric and autonomous mobility. Large realistic data sets are needed to test such …
electric and autonomous mobility. Large realistic data sets are needed to test such …
Generation of synthetic urban vehicle trajectories
C Anastasiou, SH Kim… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
The analysis of trajectory datasets has numerous applications ranging from urban planning
to human mobility understanding, but to protect the privacy of individuals trajectory datasets …
to human mobility understanding, but to protect the privacy of individuals trajectory datasets …
Refined car-following model incorporating the behavior of the vehicles from the adjacent lanes
MD Pop, O Proștean - 2022 - dspace.upt.ro
This thesis approaches the road traffic modeling process at the microscopic level, focusing
on the car-following models. A review of the recent trends in this field is provided by the state …
on the car-following models. A review of the recent trends in this field is provided by the state …
Evaluating Accessibility of Los Angeles Metropolitan Area Using Data-Driven Time-Dependent Reachability Analysis
C Shahabi, SH Kim - 2023 - escholarship.org
This project is to investigate how accessibility of city blocks is quantified through the
transport systems and real traffic flow datafrom the Los Angeles Metropolitan Area. The …
transport systems and real traffic flow datafrom the Los Angeles Metropolitan Area. The …
A Simulator Driven by Trajectory Big Data for Network Feature Extraction and Data Transmission
Due to the rapidly growing communication require-ments among mobile real-world
communication devices, eg, smartphones, vehicles, and vessels, and the resulted …
communication devices, eg, smartphones, vehicles, and vessels, and the resulted …
Semi-synthetic data and testbed for long-distance e-vehicle routing
Electric and autonomous mobility will increasingly rely on advanced route planning
algorithms. Robust testing of these algorithms is dependent on the availability of large …
algorithms. Robust testing of these algorithms is dependent on the availability of large …
Spatio-Temporal Phenomena Analysis Using Participatory Sensing
V Garg - 2023 - search.proquest.com
The proliferation of personal computational devices over the past decade has led to an
unprecedented increase in data collection from Spatio-Temporal (ST) phenomena. Through …
unprecedented increase in data collection from Spatio-Temporal (ST) phenomena. Through …
Comparative analysis of spark and ignite for big spatial data processing
S Abuayeid, L Alarabi - International Journal of Advanced …, 2021 - search.proquest.com
Recently, spatial data became one of the most interesting fields related to big data studies,
in which the spatial data have been generated and consumed from different resources …
in which the spatial data have been generated and consumed from different resources …
Implementation of the Spark technique in a matrix distributed computing algorithm
Y Wang, K Cengiz - Journal of Intelligent Systems, 2022 - degruyter.com
Two analyzes of Spark engine performance strategies to implement the Spark technique in a
matrix distributed computational algorithm, the multiplication of a sparse multiplication …
matrix distributed computational algorithm, the multiplication of a sparse multiplication …