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Unmanned Systems Lab
Machine Intelligence, Autonomy, Human-Machine Collaboration, Data Analytics
The increasing use of unmanned systems in numerous applications requires high-level intelligence for the much-needed autonomy and intelligence to reduce human workload and enhance low-barrier human-robot interaction. We are interested in developing innovative methods for advanced machine intelligence to enhance smart sensing, data analytics, modeling, reasoning, decision making, and human effectiveness.
Network Systems and Sciences
Network of agents is ubiquitous in the universe, from social to biological to management sciences. We are interested in understanding the fundamental mechanisms behind the complex behavior of network systems, and designing engineering tools to assess, predict, and understand the fundamental limits of network systems in cooperative and competitive environments for the creation of value-added economic and societal benefits.
Cyber-Physical Systems and Security
The increasing connection of physical systems in the cyber domain brings new capabilities by leveraging individual systems' unique capabilities, at the cost of severe security issues/threats. We are interested in uncovering security issues, analyzing the consequences, and constructing prediction and mitigation techniques to address security concerns of CPSs.
Testing, Verification, and Validation
Transition of the state-of-art research into practice requires verification and validation of new methods, tools, and approaches in real-world applications. We conduct testing in the lab environment and collaborate with our partners in mission-critical applications. Cloud-based IoT technology will be leveraged to enhance the adaptivity and real-time responsiveness of remote agents that operate in complex environments with real-time feedback.
Research Support
We gratefully acknowledge the generous supports from the following funding sources:
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