Hoa Van Nguyen

Dr Hoa Van Nguyen

Postdoctoral Research Fellow

School of Computer Science

Faculty of Engineering, Computer and Mathematical Sciences

My main research is about using the stochastic control theory for multi-agent planning to track multiple objects.

I am currently a Postdoctoral Research Associate at the School of Computer Science, the University of Adelaide, working with Associate Professor Damith Ranasinghe.

I completed my PhD in June 2020 at the School of Computer Science, the University of Adelaide. I'm working on using commercial drones (so-called UAVs) to search, localise and track multiple radio-tagged wildlife. I'm focusing on developing a smarter algorithm to navigate UAVs to search and localise mobile objects in the shortest time as possible with reasonable accuracy.

I received the B.E. degree in 2012 in electrical engineering from Portland State University, Oregon, U.S.A. I worked as a process engineer and data science engineer at Intel Products Vietnam, Ho Chi Minh City, Vietnam, from 2012-2016.

ORCID ID: 0000-0002-6878-5102

ResearcherID: N-6023-2016

    Expand

  • Journals
    Year Citation
    2022 Do, C. -T., Nguyen, T. T. D., & Nguyen, H. V. (2022). Robust multi-sensor generalized labeled multi-Bernoulli filter. Signal Processing, 192, 108368.
    DOI
    2022 Chesser, J. A., Nguyen, H. V., & Ranasinghe, D. C. (2022). The Megopolis resampler: Memory coalesced resampling on GPUs. Digital Signal Processing: A Review Journal, 120, 19 pages.
    DOI
    2020 Nguyen, H. V., Rezatofighi, H., Vo, B. -N., & Ranasinghe, D. C. (2020). Distributed multi-object tracking under limited field of view sensors. CoRR, 69, 5329-5344.
    DOI
    2020 Nguyen, H. V., Chen, F., Chesser, J., Rezatofighi, H., & Ranasinghe, D. (2020). LAVAPilot: Lightweight uav trajectory planner with situational awareness for embedded autonomy to track and locate radio-tags. IEEE International Conference on Intelligent Robots and Systems, abs/2007.15860, 2488-2495.
    DOI
    2019 Nguyen, H. V., Chesser, M., Koh, L. P., Rezatofighi, S. H., & Ranasinghe, D. C. (2019). TrackerBots: autonomous unmanned aerial vehicle for real-time localization and tracking of multiple radio-tagged animals. Journal of Field Robotics, 36(3), 617-635.
    DOI Scopus11 WoS7
    2019 Nguyen, H. V., Rezatofighi, H., Vo, B. -N., & Ranasinghe, D. C. (2019). Online UAV path planning for joint detection and tracking of multiple radio-tagged objects. IEEE Transactions on Signal Processing, 67(20), 5365-5379.
    DOI Scopus19 WoS11
    2019 Do, C. T., & Nguyen, H. V. (2019). Tracking multiple targets from multistatic doppler radar with unknown probability of detection. Sensors (Switzerland), 19(7), 17 pages.
    DOI Scopus9 WoS7 Europe PMC4

  • Conference Papers
    Year Citation
    2020 Nguyen, H. V., Rezatofighi, H., Vo, B. -N., & Ranasinghe, D. C. (2020). Multi-Objective Multi-Agent Planning for Jointly Discovering and Tracking Mobile Objects.. In Thirty-fourth AAAI Conference on Artificial Intelligence (AAAI) (pp. 7227-7235). USA: AAAI Press.
    2020 Nguyen, H., Ranasinghe, D. C., Skvortsov, A., & Arulampalam, S. (2020). Computationally efficient methods for estimating unknown input forces on structural systems. In Proceedings of 23rd International Conference on Information Fusion (FUSION 2020) (pp. 749-756). online: IEEE.
    DOI
    2020 Nguyen, H. V., Chen, F., Chesser, J., Rezatofighi, H., & Ranasinghe, D. (2020). LAVAPilot: Lightweight UAV Trajectory Planner with Situational Awareness for Embedded Autonomy to Track and Locate Radio-tags.. In IROS (pp. 2488-2495). online: IEEE.
    2018 Nguyen, H., Rezatofighi, H., Taggart, D., Ostendorf, B., & Ranasinghe, D. (2018). TrackerBots: Software in the loop study of quad-copter robots for locating radio-tags in a 3D space. In Australasian Conference on Robotics and Automation, ACRA Vol. 2018-December (pp. 1-10). Online: Australasian Robotics and Automation Association.
    Scopus1
    2018 Chesser, M., Chea, L., Van Nguyen, H., & Ranasinghe, D. (2018). bTracked: Highly accurate field deployable real-time indoor spatial tracking for human behavior observations. In MobiQuitous '18 Proceedings of the 15th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (pp. 1-10). New York City, NY: Association for Computing Machinery.
    DOI
    2018 Do, C., & Nguyen, H. (2018). Multistatic Doppler-Based Marine Ships Tracking. In ICCAIS 2018 - 7th International Conference on Control, Automation and Information Sciences (pp. 151-156). online: IEEE.
    DOI Scopus1
    2018 Van Nguyen, H., Chesser, M., Chen, F., Rezatofighi, S. H., & Ranasinghe, D. C. (2018). Demo abstract: Autonomous UAV sensor system for searching and locating VHF radio-tagged wildlife. In Proceedings of the 16th ACM Conference on Embedded Networked Sensor Systems (pp. 333-334). Shenzhen, China: Association for Computing Machinery.
    DOI Scopus1
  • Position: Postdoctoral Research Fellow
  • Phone: 83134729
  • Email: hoavan.nguyen@adelaide.edu.au
  • Campus: North Terrace
  • Building: Ingkarni Wardli, floor 4
  • Room: 4.40
  • Org Unit: School of Computer Science
Connect With Me
External Profiles

Other Links