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Full Description
This book gathers selected papers presented at the KES International Symposium on Smart Transportation Systems (KES STS 2023). Modern transportation systems have undergone a rapid transformation in recent years, producing a range of technological innovations such as connected vehicles, self-driving cars, electric vehicles, Hyperloop, and even flying cars, and with them, fundamental changes in transport systems around the world. The book discusses current challenges, innovations, and breakthroughs in smart transportation systems, as well as transport infrastructure modeling, safety analysis, freeway operations, intersection analysis, and other related cutting-edge topics.
Contents
Chapter 1: Research Progress on Key Technologies of Environmental Perception and Detection of Transport System in Goaf of Coal Mine.- Chapter 2: LSTM-based vehicle trajectory prediction using UAV drone data.- Chapter 3: Dynamic Pricing for Mobile Charging Service Considering Electric Vehicles Spatiotemporal Distribution.- Chapter 4: Guidance method of connected autonomous vehicles under automatic control intersections.- Chapter 5: Multivariate Sequences Clustering for Driving Preferences Classification Based on Wide-range Trajectory Data.- Chapter 6: Optimizing the Deployment of Automated Speed Camera at the Intersections Using GPS Trajectories.- Chapter 7: Examining the effect of speeding patterns on speeding-related harsh decelerations for commercial drivers with survival analysis.- Chapter 8: Research and Application Analysis of Stepwise Incremental fine Model for Speeding Behavior.- Chapter 9: Interaction-Aware Trajectory Prediction for Autonomous Vehicle Based on LSTM-MLP Model.-Chapter 10: Speed Profile Optimization for Energy-saving Operations of Electric Buses. etc.
