Introduction to Intelligent Systems in Traffic and Transportation

Description

Preface Acknowledgments List of Symbols Introduction The Importance of Transportation Transportation Systems Intelligent Transportation Systems Elements of Supply Traffic Network Structure Traffic Streams: Macroscopic and Microscopic Parameters Traffic Flow Theory Traffic Control Measures Signal Timing and Design Progressive Systems To Know More Elements of Demand Demand Modeling Representation of Demand Trip-based Demand Modeling Activity-Based Demand Modeling Discrete Choice Modeling for Travel Demand Travel Demand Management To Know More Traffic Assignment: Connecting Supply and Demand Route Computation Basic Trip Assignment Assignment on Un-congested Networks Assignment under Congestion and Equilibrium Dynamic Traffic Assignment From User to System Optimum Changing the Perspective: From Trips to Drivers Evaluation of Route Assignment To Know More Getting Data for Demand Estimation and Traffic Flow Modeling Data Collection for Estimation of Demand and Volume Deriving Parameters from Data Sources of Public Data about Network Topology and Demand OpenStreetMap Transportation Network Test Problems To Know More Modeling and Simulation of Advanced Decision Making Systematics of Traditional Approaches Sub-Microscopic Models Microscopic Traffic Flow Models Macroscopic Traffic Flow Simulation Models Mesoscopic Traffic Flow Simulation Human-like Driving with Advanced Driver Models Anticipation Behavior at Crossings Emotion and Aggressiveness Routing, Planning and Beyond To Know More Intelligent Measures in Control and Management Strategies for Intelligent Traffic Signal Control From Isolated to Coordinated Intersections Approaches Based on Reinforcement Learning Beyond Pure Traffic Signal Control Approaches Explicitly Addressing Demand Coordination of Drivers' Choices Lightless and Market-based Approaches System-Level Management To Know More Driver Support and Guidance (Advanced) Driver Assistance Systems Elements of a driver assistance system New Technology for Cooperative Assistance Systems In-Vehicle Route Guidance Basic Localization Map-Matching Shortest Path Algorithms Using Route Guidance Cooperative Route Guidance From Route Guidance to Travel Recommender Systems Extended Routing Mobile Recommender Systems To Know More Trends and New Technologies Interconnected Automobiles Some Projects Around Autonomous Vehicles and Personal Transit Future of Traffic Management Participatory Traffic Management Autonomic Traffic Management Crowd Sensing To Know More Bibliography Authors' Biographies