Ongoing projects and FUNDINGs
University of Göttingen (budget: 390K€/6.06 M€), FORTISS, IBM, INTERACOM, Eclipse, i2CAT, Siemens, RedHat, UPM, INOVA, ATOS
create a cognitive, cross-layer, and highly adaptive Edge-Cloud management framework
provide support for data management and governance decentralised data workflow; dynamic offloading of computation and computation status; and adaptive networking services
COVER - Cooperative and Intelligent Unmanned Aerial Vehicles for Emerging Response Applications
EU Horizon Europe MSCA-SE Project |Co-PI | 01/2023-12/2026
University of Goettingen (budget: 138K€/1.2M€), TU Eindhoven, KTH, CentraleSupelec, University of Northumbria,
Brunel University, University of Sydney, etc.
AI-based UAV deployment and planning for hazard sensing and response
University of Göttingen (budget: 24K€), Macquarie University
PROJECTS AND RESEARCH
University of Göttingen, University of Oslo, and Alexander von Humboldt Foundation
Multi-agent deep reinforcement learning (MADRL) for cooperative intelligence.
Privacy protection for MADRL, e.g., federated learning and homomorphic encryption.
University of Göttingen, Göttingen City, and GöVB
Video analysis with machine learning, e.g., detection of social distance.
Algorithms are deployed in Nvidia Jetson AGX for hardware acceleration.
Privacy protection in video analysis.
University of Essex, University of Oslo, Aston University, Ranplan Wireless, etc.
Efficient resource allocation for cooperative connected intelligent vehicles
Privacy protection in cooperative-connected intelligent vehicles
INRIA, University of California, and University of Campinas
Survey on machine learning-driven intelligent transportation system (ITS).
Deep reinforcement learning for resource management.
UAV trajectory planning in ITS for communication.
Beijing University of Posts and Telecommunication, University of Oslo, NTU
Resource allocation for multimedia services via reinforcement learning in SDN.
Network migration from the traditional architecture to the SDN-enabled framework.
Beijing University of Posts and Telecommunication, China Telecom | research assistant
Design algorithms for network optimization.
Develop and verify the performance of the proposed algorithm in traffic scheduling.