Introduction to ITS
Lectures (The following schedule is subject to change.)
- Week 1 (Sep 8th) - Introduction to ITS (Basic Knowledge)
- Week 2 (Sep 15th) - Advanced Driver Assistance System
- Slides
- Video
- Additional materials:
- Review of Vehicle Detection Systems in Advanced Driver Assistant Systems
- Challenges Impacting the Mass Deployment of Autonomous Vehicles
- Survey of Pedestrian Detection for Advanced Driver Assistance Systems
- Vision-based method for detecting driver drowsiness and distraction in driver monitoring system
- Week 3 (Sep 22th) - Traffic Monitoring Systems: Technology and Sensors; Advanced Traffic Management System
- Week 4 (Sep 29th) - A Case Study of Advanced Traffic Management System & Advanced Traveler Information System
- Slides
- Video
- Additional materials:
- Real-time merging traffic control with applications to toll plaza and work zone management
- Freeway traffic control: A survey
- Cooperative decision-making for mixed traffic: A ramp merging example
- Real-time merging traffic control for throughput maximization at motorway work zones
- Variable Speed Limit and Ramp Metering for Mixed Traffic Flows: A Review and Open Questions
- Traffic Flow Modeling of Freeway Variable Speed Limit Control Based on the Big Data of Driving Behavior
- T-Drive Project
- T-Drive: Enhancing Driving Directions with Taxi Drivers' Intelligence
- Systematic Development of Intelligent Systems for Public Road Transport
- Week 5 (Oct 6th) - Project Presentations
- Week 6 (Oct 13th) - Geographic Information System
- Week 7 (Oct 20th) - Traffic Modeling and Simulation
- Week 8 (Oct 27th) - Midterm Exam
- Week 9 (Nov 3rd) - Shortest Path in Transportation Networks
- Week 10 (Nov 10th) - Special Topic: Travel Time Variability and Reliability
- Week 11 (Nov 17th) - Human Mobility and Mobile Data
- Slides
- Video
- Additional materials:
- Cell phone subscribers mobility prediction using enhanced Markov chain algorithm
- Mobility episode detection from CDR's data using switching Kalman filter
- Unveiling large-scale commuting patterns based on mobile phone cellular network data
- Measuring the impact of COVID-19 confinement measures on human mobility using mobile positioning data. A European regional analysis
- Mobile data challenges for human mobility analysis and humanitarian response
- Gender gaps in urban mobility
- Week 12 (Nov 24th) - Sustainable Transport in the Autonomous Driving Era (Guest Lecturer: Dr Mehdi Moeinaddini)
- Week 13 (Dec 1st) - Project Presentations
- Week 14 (Dec 8th) - Final Exam