Smart transportation systems 2022 : proceedings of 5th KES-STS international symposium / / edited by Yiming Bie [and three others]

• Record Nr.: UNINA9910568285003321
• Pubbl/distr/stampa: Gateway East, Singapore : , : Springer, , [2022]; ©2022
• ISBN: 981-19-2813-4
• Descrizione fisica: 1 online resource (211 pages)
• Collana: Smart Innovation, Systems and Technologies ; ; v.304
• Disciplina: 629.04
• Soggetti: Intelligent transportation systems; Transportation - Data processing
• Lingua di pubblicazione: Inglese
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Nota di bibliografia: Includes bibliographical references and index.
• Nota di contenuto: Intro -- Preface -- Contents -- About the Editors -- Complexity Quantification of Car-Following Dynamic Traffic in the Internet of Vehicles Environment -- 1 Introduction -- 2 Model -- 2.1 Quantitative Metrics of Car-Following Dynamic Traffic Complexity -- 2.2 The Establishment of the Quantitative Model -- 3 Experiment Plan and Data Processing -- 3.1 Experimental Design -- 3.2 Data Processing -- 3.3 Result Analysis -- 4 Conclusion -- References -- Driving Secondary Task Load Quantification Based on the AHP Algorithm Under the Voice Interaction Scenario -- 1 Introduction -- 2 Voice-Based Interactive Driving Simulation Test -- 2.1 Design of Test -- 2.2 Test Index Collection -- 2.3 Test Data Processing -- 3 Model Construction -- 3.1 Build a Hierarchical Analysis Matrix -- 3.2 Calculate the Consistency Index CI -- 3.3 Find the Consistency Indicator RI -- 3.4 Calculate the Consistency Ratio, CR -- 3.5 Weight Calculation -- 4 Conclusions -- References -- Investigating the Influence of ADAS on Drivers' Evasive Behaviors During Car-Following on Highways -- 1 Introduction -- 2 Methodology -- 2.1 Experiment -- 2.2 Data Extraction -- 2.3 Modeling Evasive Behaviors -- 2.4 K-means Clustering -- 3 Results -- 3.1 NCEs Classification by K-means Clustering -- 3.2 Comparison of the Probability of Different Evasive Behaviors -- 3.3 Analysis of the Influence of THW on Different Evasive Behaviors -- 4 Discussion and Conclusion -- ; References -- Effect Factors Analysis of Driver's Freeway Route Deviation Based on Questionnaire Survey Data -- 1 Introduction -- 2 Research Content -- 2.1 Questionnaire Design -- 2.2 Respondents -- 3 Effect Factors of Route Deviation -- 3.1 Exploratory Factor Analysis (EFA) -- 3.2 Questionnaire Reliability and Validity Tests -- 4 The Effect of Driver Cognitive Models on Route Deviation.; 5 The Effect of Demographic Factors on Route Deviation -- 6 Response to Effect Factors of Route Deviation -- 7 Conclusion -- References -- Demand Analysis of Customizable Car Sharing Functions Based on Kano Model -- 1 Introduction -- 1.1 Background and Study Motivation -- 1.2 Current Research Status -- 2 Research Contents and Methods -- 2.1 Interview Research and Questionnaire Survey -- 2.2 Survey Method of Importance Degree -- 3 Building a Hierarchy of Needs Model -- 3.1 Identify and Screen the Kano Category of Personalized Demand Items for Car Sharing -- 4 Importance Ranking of Personalized Demand Items -- 4.1 Calculating Initial Weights of Personalized Demand Items for Car Sharing -- 4.2 Weight Adjustment and Determining the Importance Ranking of Personalized Demand items for car Sharing Functions -- 5 Conclusion -- References -- Characteristics Extraction and Increasing Block Fine Modeling for Repeated Speeding Behaviors -- 1 Introduction -- 2 Off-Site Law Enforcement Data Collection and Preprocessing -- 3 Speeding Behavior Feature Extraction -- 3.1 Speeding Frequency Within Each Range -- 3.2 Speeding Range and Interval Time -- 4 Increasing Block Fine Model Development -- 4.1 The Number of Speeding Violations Within Each Block -- 4.2 Model Construction of Fines -- 4.3 Optimization of Fines for Each Level -- 5 Case Analysis -- 6 Conclusions and Future Research Directions -- References -- An Effective Berths-Based Approach to Calculate the Capacity of Drop-Off Exclusive Roadway -- 1 Introduction -- 2 Lane Function Layout Types of Drop-Off Exclusive Roadway -- 3 Calculation Approach of the Capacity of Multi-lane Drop-Off Exclusive Roadway Based on Effective Berths -- 3.1 The Theoretical Model Based on Time-Space Trajectory Theory -- 3.2 Concept of Effective Berths -- 3.3 Calculation Approach of the Capacity of Drop-Off Exclusive Roadway.; 4 Determination of the Effective Berth Factors Based on Simulation -- 4.1 Basic Assumptions and Parameter Settings -- 4.2 Simulation Results Analysis -- 5 Case Analysis -- 6 Conclusions -- References -- Impact Analysis of Wired Charging and Wireless Charging on Electric Bus Operation: A Simulation-Based Method -- 1 Introduction -- 2 Problem Description -- 2.1 Problem Environment Descriptions -- 2.2 Basic Operation Strategies -- 3 Example Analysis -- 3.1 Simulation Parameter Setting -- 3.2 Establishment of Simulation Environment -- 3.3 Results and Analysis -- 4 Conclusions -- References -- A Data-Driven Method for Diagnosing ATS Architecture by Anomaly Detection -- 1 Introduction -- 2 Problem Description and Methodology Overview -- 3 Architecture Embedding Model -- 3.1 Knowledge Representation in ATS Architecture -- 3.2 Training Model with Negative Sampling -- 4 Experiments -- 4.1 Preparing Dataset -- 4.2 Evaluation Results -- 5 Conclusions and Future Work -- References -- Dynamic Electric Bus Control Method for the Route with Dedicated Bus Lane -- 1 Introduction -- 2 Methodology -- 2.1 Problem Analysis -- 2.2 Calculation of Travel Time of the Electric Bus -- 2.3 Energy Consumption Calculation of the Electric Bus -- 3 Solution Algorithm -- 4 Case Study -- 4.1 Data Description -- 4.2 Results Analysis -- 5 Conclusions -- References -- Evaluating the Impact of Signal Control on Emissions at Intersections -- 1 Introduction -- 2 Literature Review -- 3 Methods -- 3.1 VSP Model -- 3.2 Mixed Traffic Flow VSP -- 4 Case Study and Results -- 4.1 VISSIM Simulation -- 4.2 Signal Timing ; Optimization -- 4.3 Emission Calculation -- 5 Summary -- References -- Investigating Contributing Factors of Hard-Braking Events on Urban Road Network -- 1 Introduction -- 2 Materials and Methods -- 2.1 Process of Raw Data -- 2.2 Identification of Hard Braking Event.; 2.3 The Measure of Potential Factors -- 2.4 Statistical Methods -- 3 Results and Discussions -- 3.1 Estimates of Contributing Factors of HBE -- 3.2 Explanation of Contributing Factors -- 4 Conclusion -- References -- Usage Pattern Analysis of e-scooter Sharing System: A Case Study in Gothenburg, Sweden -- 1 Introduction -- 2 Literature Review -- 3 Study Area and Data -- 3.1 Extracting Trip Transactions from Position Data -- 4 Results -- 4.1 Usage Demand and Trip Characteristics -- 4.2 Differences of Using SESS Different Zones -- 5 Conclusion -- References -- Smart Pavement: An Attention-Based Classification Model for Road Pavement Material -- 1 Introduction -- 2 Relation Work -- 3 Method -- 3.1 Basic Network -- 3.2 Self-attention Module -- 4 Experiments -- 4.1 Datasets -- 4.2 Experimental Setting -- 4.3 Comparison to Existing Methods -- 4.4 Case Study -- 5 Discussion -- References -- Traffic Flow Model of the Weaving Section in Signalized Roundabouts -- 1 Introduction -- 2 Model Development -- 2.1 Description -- 2.2 Model Methodology -- 3 Model Validation -- 3.1 Simulation Condition Setting -- 3.2 Parameter Calibration -- 3.3 Result Analysis -- 4 Conclusions -- References -- On the Impact Analysis of Emergency Vehicles Preemption on Signalized Intersections with Connected Vehicles -- 1 Introduction -- 2 Methodology -- 3 Case Study -- 4 Conclusion -- References -- Spatiotemporal Distribution of Traffic Violations in a Medium-Sized City Luzhou -- 1 Introduction -- 2 Method -- 2.1 Data -- 2.2 Analytical Approach -- 3 Results -- 3.1 Temporal Characteristics -- 3.2 Spatial Characteristics -- 4 Discussions and Conclusions -- References -- Scenario-Oriented Contract Based Design for Safety of Autonomous Vehicles -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 4 Running CARLA Simulation -- 4.1 Creation of a Scene in Scenic.; 4.2 Creation of Scenarios in Scenic -- 5 Results -- 5.1 Case 1: Results Without Controller Implementing Contracts -- 5.2 Case 2: Results with Controller Implementing Contracts -- 5.3 Discussion About Results -- 6 Conclusion and Future Work -- References -- Dynamic Imputation Methodology for Multi-source Streaming Mobility Data -- 1 Introduction -- 2 Related Work -- 2.1 Time Series Data Imputation -- 2.2 Streaming Data Imputation -- 3 Materials and Methods -- 3.1 Matrix Factorisation -- 3.2 Spatio-Temporal Profiling -- 3.3 Estimation of Missing Values -- 3.4 Imputation Strategy -- 3.5 Data and Computer Code -- 4 Results and Benchmarking -- 4.1 Validation Strategy -- 4.2 Imputation Results -- 5 Conclusion -- References -- Author Index.