Thesis

Techniques de Traitement des Données pour Les Trajectoires des Véhicules Routiers et Aériens: Réduction de dimensionnalité, détection d’anomalies, filtrage et compression de données avec des applications dans la perception collective V2X (manuscript).

Journal Papers

D. T. Hoang*, V. Martinez, P. Maréchal, D. Delahaye, “Exploring the Random Impulses Vehicle Trajectory Model for Dimensionality Reduction and Motion Extraction from Aerial Videos,” under review.

D. T. Hoang*, V. Martinez, P. Maréchal, D. Delahaye, “Probabilistic Methods for Real-time Unsupervised Anomalous Trajectory Detection,” under revision.

T. L. Ngo, D. T. Hoang, T. H. H. Le, “Dynamics Modeling and Pitching Parameters Identification of a Novel Hybrid UAV,” Journal of Aeronautics, Astronautics and Aviation, 52(1), 2020, pp. 25-36.

M. N. To, D. D. Ngo, T. L. Ngo, D. T. Hoang, T. H. H. Le, “Dynamic Modelling and Simulation for Tricopter,” Journal of Aeronautics, Astronautics and Aviation, 52(1), 2020, pp. 37-55.

Patents

D. T. Hoang, D. Delahaye, V. Martinez, “Optimization of message generation frequency and compression of V2X data,” European Patent No EP22306821.4, pending.

Conference Papers

D. T. Hoang*, B. Wang, Y. Li, D. Delahaye, P. Wei, “Anchored Multidimensional Scaling: Hidden Gems in Trajectory Clustering and Traffic Comparison in Similar Thunderstorm Developments,” in preparation.

D. T. Hoang*, D. Delahaye, “Online Detection and Localization of Anomalous Aircraft Trajectories during Landing: A Bayesian Hypothesis Testing Approach,” in preparation.

D. T. Hoang*, V. Martinez and D. Delahaye, “Dual Dirichlet Processes for Unsupervised Segmentation of Functional Data with Application to Lane-changing Behavior Characterization,” in preparation.

D. T. Hoang*, V. Martinez and D. Delahaye, “Spherical Codec for V2X Cooperative Awareness Trajectory Compression: A Preliminary Study,” 97th IEEE Vehicular Technology Conference (VTC), 2023.

D. T. Hoang*, V. Martinez and D. Delahaye, “Recognition of Outlying Driving Behaviors: A Data-Driven Perspective with Applications to V2X Collective Perception,” 2021 IEEE Vehicular Networking Conference (VNC), 2021, pp. 52-59, doi: 10.1109/VNC52810.2021.9644627 (link)[https://ieeexplore.ieee.org/document/9644627#citations].

D. T. Hoang*, H. T-H. Le, and T. D. Ngo, “State Estimation in Visual Inertial Autonomous Helicopter Landing Using Optimization on Manifold,” 15th International Conference on Intelligent Unmanned Systems, Beijing, China, 2019.

T. A. K. Nguyen, M. N. To, D. T. Hoang, T. L. Ngo, T. H. H. Le, N. H. Nguyen “Dynamic modeling and simulation for tricopter”, South East Asian Workshop on Aerospace Engineering 2019,” Kuala Lumpur, Malaysia, 2019.

T. L. Ngo, D. T. Hoang, T. H. H. Le, “Dynamics Modeling And Parameter Identification Of A Novel Hybrid UAV Using Maximum Likelihood,” South East Asian Workshop on Aerospace Engineering 2019, Kuala Lumpur, Malaysia, 2019.

T. L. Ngo, D. T. Hoang, T. A. K. Nguyen, K. Nguyen, M. D. Nguyen, H. T. Pham, T. H. H. Le, N. H. Nguyen, “HOPE – A novel UAV design suitable for efficient VTOL and cruising missions,” 15th International Conference on Intelligent Unmanned Systems, Beijing, China, 2019. D. T. Hoang*, T. H. H. Le, N. N. Hien, “Application and Simulation of the Nonlinear Geometric Controller for Quadrotor UAVs,” Symposium of the South East Asian Workshop on Aerospace Engineering (SAWAE), Bangkok, Thailand, 2018.

D. T. Hoang*, H. A. Ly, “Scaling the 50th Percentile Hybrid III dummy model to the height and the weight of a typical Vietnamese,” Symposium of the South East Asian Technical Universities Conference (SEATUC), Ho Chi Minh City, Vietnam, 2016.

Service

Reviewer for AIAA Journal of Aerospace Information Systems.