01628860

Monograph

This issue contains 21 papers concerned with information technology, geospatial information, and advanced computing. Specific topics addressed in this issue include the following: pavement monitoring using synthetic aperture radar-based satellite remote sensing; detection of on-street parking occupancy; detection of crack growth in asphalt pavement through use of infrared imaging; a data fusion technique for decision making with big data; impacts of communication loss on signal performance; a data processing framework for development of driving cycles; and an ecodriving support platform based on internet+. Other topics covered in this issue include: a trajectory segmentation map-matching approach for large-scale, high-resolution GPS data; calculation of latency of GPS probe data; a data-based sorting algorithm for variable message sign location; traffic congestion pattern classification; video tracking for automated vehicle turning movement counts; automated vehicle recognition; a hidden Markov approach to dynamically modeling car ownership behavior; and relative positioning accuracy in vehicle-to-vehicle safety. In addition, the issue covers includes papers on: cooperative collision avoidance model for connected vehicles; short-term traffic flow forecasting for urban roads; detection of imminent lane change maneuvers in connected vehicle environments; evaluation of the promotion of innovative mobility options; multicontextual machine-learning approach to modeling traffic impact of urban highway work zones; and a vehicle trajectory analysis system.

English

210p

2017

Transportation Research Record: Journal of the Transportation Research Board

9780309460408

Digital/other

Figures; References; Tables

Algorithms; Connected vehicles; Crash avoidance systems; Data fusion; Global Positioning System; Information processing; Information technology; Intelligent vehicles; Internet; Machine learning; Markov processes; Parking guidance systems; Pattern recognition systems; Positioning; Remote sensing; Traffic forecasting; Trajectory

Geospatial analysis; Imaging systems

Data and Information Technology; Operations and Traffic Management; Planning and Forecasting; Transportation (General)

TRIS, TRB, ATRI

Mar 14 2017 11:24AM

• Application of Dempster–Shafer Data Fusion Technique in Support of Decision Making with Big Data
• Automated Vehicle Recognition with Deep Convolutional Neural Networks
• Data Processing Framework for Development of Driving Cycles with Data from SHRP 2 Naturalistic Driving Study
• Data-Based Sorting Algorithm for Variable Message Sign Location: Case Study of Beijing
• Detecting Imminent Lane Change Maneuvers in Connected Vehicle Environments
• Detection of Crack Growth in Asphalt Pavement Through Use of Infrared Imaging
• Development and Application of an Ecodriving Support Platform Based on Internet+: Case Study in Beijing Taxicabs
• Economic Feasibility Study for Pavement Monitoring Using Synthetic Aperture Radar-Based Satellite Remote Sensing: Cost–Benefit Analysis
• Enhancing Relative Positioning Accuracy in Vehicle-to-Vehicle Safety: Multivehicle Kinematics and Nonlinear Particle Filtering Approach
• Evaluating the Promotion of Innovative Mobility Options with an Agent-Based Modeling and Simulation Approach
• Hidden Markov Approach to Dynamically Modeling Car Ownership Behavior
• Hunt for Perfect Detection of Parking Occupancy: Evaluation of On-Street Technology and Its Ability to Address Urban Challenges
• Investigating Impacts of Communication Loss on Signal Performance with Use of Event-Based Data
• Methodology for Calculating Latency of GPS Probe Data
• Multicontextual Machine-Learning Approach to Modeling Traffic Impact of Urban Highway Work Zones
• Novel Cooperative Collision Avoidance Model for Connected Vehicles
• Optimized Video Tracking for Automated Vehicle Turning Movement Counts
• Short-Term Traffic Flow Forecasting for Urban Roads Using Data-Driven Feature Selection Strategy and Bias-Corrected Random Forests
• Traffic Congestion Pattern Classification Using Multiclass Active Shape Models
• Trajectory Segmentation Map-Matching Approach for Large-Scale, High-Resolution GPS Data
• Vehicle Trajectory Analysis System via Mutual Information and Sparse Reconstruction