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Dr Pietro E Carnelli

20172019

Research output per year

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Personal profile

Research interests

My main research theme is developing and applying machine learning and data science to Intelligent Transportation Systems (ITS). Current research interests covers areas such as optimising parking systems in cities to reduce congestion and pollution as well as developing future wireless systems for autonomous vehicles.

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Research Output

  • 3 Conference Contribution (Conference Proceeding)

Large-Scale VANET Simulations and Performance Analysis using Real Taxi Trace and City Map Data

Carnelli, P., Sooriyabandara, M. & Wilson, E., 31 Jan 2019, 2018 IEEE Vehicular Networking Conference (VNC 2018): 5-7 December 2018 in Taipei, Taiwan. Boban, M., Lin, K., Tsai, H-M., Altintas, O., Wang, C-Y. & Sahin, T. (eds.). Institute of Electrical and Electronics Engineers (IEEE), Vol. 2018-December. 8 p. 8628352. (IEEE Vehicular Networking Conference (VNC); vol. 2018).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
  • 271 Downloads (Pure)

    ParkUs 2.0: Automated Cruise Detection for Parking Availability Inference

    Carnelli, P., jones, M., Khan, A., Kulkarni, P. & Sooriyabandara, M., 18 Apr 2018, ParkUs 2.0: Automated Cruise Detection for Parking Availability Inference.

    Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

  • ParkUs: A Novel Vehicle Parking Detection System

    Carnelli, P., Yeh, J., Sooriyabandara, M. & Khan, A., 1 Apr 2017, Proceedings of the Twenty-Ninth Innovative Applications of Artificial Intelligence Conference (IAAI-17): Emerging Application Case Studies. AAAI Press, p. 4650-4656 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

    Open Access
    File
  • 69 Downloads (Pure)

    Supervised Work

    On Urban Vehicular Ad-hoc Networks and Parking Systems

    Author: Carnelli, P. E., 23 Jun 2020

    Supervisor: Wilson, E. (Supervisor) & Oikonomou, G. (Supervisor)

    Student thesis: Doctoral ThesisEngineering Doctorate (EngD)

    File