Arukad Transpordisüsteemid 2022/23 sügis

Introduction to ITS

Projects

you can choose between these topics or come up with your own as far as it is related to ITS:

• Research paper (individual)
  • Critical review of selected ITS literature
  • Analysis on some topic of interest to you related to ITS
  • Topics:
    • Smart cities
    • Location based services
    • Autonomous car
    • Smart Parking
    • Sustainability of Intelligent transportation systems
    • Smart airport
    • ...
• Creating a small application (group)
  • Possible application:
    • Urban density estimation using mobile network data
    • Pedestrian detection using mono camera
    • Road signs detection
    • Eye tracking system
    • Indoor wifi coverage simulation
    • Traffic simulation and modeling
    • Machine Learning approaches for traffic sign detection and recognition in color videos
    • Fast multiscale and multi-object detection and tracking in color videos
    • Simulation of the variable speed limit and/or ramp metering in mixed traffic conditions.
    • ...

Student Projects (Previous Years)

• Applications:
  • AP1: Traffic sign detection by Kaarel Tõnisson
  • AP2: Interactive visualisation of traffic flows with animated particles by Heiki Pärn
  • AP3: Hidden Markov model based map-matching by Joosep Kibal
  • AP4: Intelligent taxi by Jaanus Jaggo and Georg Berecz
  • AP5: Indoor positioning by Erich Jagomägis and Thorben Werner
  • AP6: A beginner's traffic sign detection system by Jaak Sõnajalg
  • AP7: Spatio-temporal visualisation system by Mariano Hedberto Jofre
  • AP8: Real traffic flow modelling with SUMO by Ragnar Vent
  • AP9: Indoor positioning using mobile sensors by Sander Soo
• Research Papers:
  • RP1: Smart Cities in India by Gowthamram Selvaraj
  • RP2: Smart parking systems by Ankit Garg
• Applications:
  • AP1: Eyes tracking system by Jossep Rõõmusaare
  • AP2: Drone detection, tracking and distance measurement by Martin Schmeisser & Manuel Kramer
  • AP3: Counting car in parking lot by Bogdan Semiletko
• Research Papers:
  • RP1: V2V Communication in ITS by Mohan Liyanage
  • RP2: Designing the urban future: smart cities by Malek Vaclav
  • RP3: Autonomous Cars by Mihkel Vunk
  • RP4: Location-based services based on 3G and LTE based wireless networks by Ashish Anand

Links to public datasets

• L1: http://homepages.inf.ed.ac.uk/rbf/CVonline/Imagedbase.htm
• L2: https://www.cs.cmu.edu/~cil/v-images.html
• L3: https://sentinel.esa.int/web/sentinel/sentinel-data-access
• L4: https://www.maaamet.ee/en/objectives-activities/geoinformatics/national-mirror-site-esthub
• L5: https://ride.citibikenyc.com/system-data
• L6: https://ride.capitalbikeshare.com/system-data
• L7: https://data.world/datasets/scooter
• L8: https://data.bts.gov/stories/s/Bikeshare-and-e-scooters-in-the-U-S-/fwcs-jprj/

Project submission forms:

• Presentations Slides (PDF)
  • Sellele ülesandele ei saa hetkel lahendusi esitada.
• Final Report (PDF)
  • Deadline: December 19th, 23:59:59.999 EET
  • Sellele ülesandele ei saa hetkel lahendusi esitada.