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Network Traffic Signal Control with Short-Term Origin-Destination Demand in a Connected Vehicle Environment via Mobile Edge Computing
DownloadFall 2021
This thesis develops and analyzes centralized and decentralized network-level traffic signal control system under in a connected vehicle (CV) environment with mobile edge computing (MEC). The goal is to provide a framework of decentralized signal control (DSC) system especially for real-time...
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Traffic Management in Mixed Autonomy with CAVs: Sensing, Signal Optimization, and Trajectory Control
DownloadFall 2024
Global vehicle numbers continue to climb alongside population growth and economic expansion, resulting in increased traffic congestion, air pollution, and accidents. Major cities worldwide estimate that drivers lose considerable working hours annually to congestion, leading to wasted time, fuel,...
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Fall 2012
Active traffic control and management requires traffic state estimation with high accuracy. Although an inductive loop detector can achieve high accuracy in terms of volume, speed and occupancy estimation, it cannot provide accurate segment-based traffic parameters, such as segment speed and...
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Vision-Based Road Conditions Alerts Systems in Connected Vehicle Environment for Accident-Prone Roads
DownloadSpring 2023
Work zones, being a critical component of roadway transportation systems, can benefit greatly from computer vision-enabled roadway infrastructures, specifically in connected vehicle (CV) environments. Connected infrastructures, such as roadside units (RSU) and on-board units (OBU), can greatly...