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Research projects include:Ìý

• Coordination of distributed energy storage systems and renewable generation resourcesÌý
• Virtual power plantsÌý
• Battery management systemsÌý
• Hybrid energy storage systemsÌý
• Characterisation of energy storage systemsÌý
• Integration of internet of electric vehicles into smart buildingsÌý
• Smart gridsÌý
• Reconfigurable power electronic convertersÌý
• Power converters for energy storage systemsÌý

For more information, contactÌýDr BÌýHredzakÌý

In many distributed control systems communication bandwidth limits can compromise system stability and performance and a communication control trade-off must be managed.Ìý

Research projects include:Ìý

•ÌýÌýÌý Information and ControlÌý
•ÌýÌýÌý Networked Control SystemsÌý
•ÌýÌýÌý Robust Control under Limited Capacity ConstraintsÌý

For more information, contactÌýProf AÌýSavkinÌý

Research projects include:Ìý

•ÌýÌýÌý Navigation and Guidance of Autonomous Mobile RobotsÌý
•ÌýÌýÌý Control of Mobile Wireless SystemsÌý

For more information, contactÌýProf AÌýSavkin

Research projects include:Ìý

•ÌýÌýÌý Control and Forecasting for Wind and PV Solar Power SystemsÌý

For more information, contactÌýProf AÌýSavkinÌý

Research projects include:Ìý

•ÌýÌýÌý Control of Physiological Variables during Kidney DialysisÌý
•ÌýÌýÌý Control of Implantable Blood Pumps for Heart Failure PatientsÌý

For more information, contactÌýProf AÌýSavkinÌý

Research projects include:Ìý

• Navigation and deployment of aerial drones (UAVs)
• Navigation and control of mobile robots

For more information, contactÌýProf AÌýSavkinÌý

Research projects include:Ìý

• Control of wind/solar power systemsÌý
• Control and optimization of changing for electric vehiclesÌý
• Control of microgridsÌý

For more information, contactÌýProf AÌýSavkinÌý

Functional Magnetic Resonance Imaging (fMRI) is less than two decades old but has had a profound influence on the study of the brain and its diseases. This technology has in turn generated aÌýfast growingÌýdemand for advanced statistical signal processing tools and thrown up novel problems in signal processing, distributed state estimation and multimodal imaging. This research is carried on mostly with colleagues at Harvard Medical School in the USA but also with colleagues in UNSW’s Prince of Wales Medical Research Institute (POWMRI).Ìý

Research Projects include:Ìý

• ModelingÌýof Intrinsic Brain NetworksÌý
• Joint fMRI/MEG modellingÌý
• Information Theoretic CausalityÌý

For more information, contactÌýProf V SoloÌý

In the last decade and aÌýhalf new micro measurement technologiesÌýinvolving multi-unit electrode recordings from the brains of awake animals such as monkeys and rats are allowing scientists to pursue fundamental studies of brain function. A potential engineering application is the development of true neural prosthetics. But the resultant need to analyse large volumes of data are generating new kinds of statistical signal processing and control problems that require new analysis tools. This research is carried on mostly with colleagues in the USA but also with colleagues at the University of Western Australia Medical School.Ìý

Research Projects include:Ìý

• System Identification for Multivariate Point ProcessesÌý
• State Estimation for Point Process SystemsÌý
• Joint System Identification of Point Processes and Time SeriesÌý

For more information, contactÌýProf V SoloÌý

Many signal processing and control problems involve constraints that force parameters and or processes to lie in manifolds. Differential geometric methods are required to solve signal estimation, optimization and parameter estimation problems in such settings.Ìý

Research Projects include:Ìý

• Geodesic Principal Components AnalysisÌý
• Stochastic Attitude EstimationÌý
• Signal Estimation in Riemannian ManifoldsÌý

For more information, contactÌýProf V SoloÌý

In Econometrics the advent of large data sets has put stress on traditional methods of empirical dynamic analysis. New tools of analysis are under rapid development falling under the rubric of ‘dynamic factorÌýmodels’.Ìý

Research Projects include:Ìý

•ÌýÌýÌý State Space approach to Dynamic Factor ModelsÌý
•ÌýÌýÌý Sparse State Space ModelsÌý
•ÌýÌýÌý Random Matrix theory for Stationary ProcessesÌý

For more information, contactÌýProf V SoloÌý

Research Projects include:Ìý

• Quantum dynamics for neuromorphic computing
• Quantum system identificationÌý

For more information, contactÌýDr HendraÌýNurdin

Research Projects include:Ìý

• Analysis and control of heterogeneous microgridsÌý

For more information, contactÌýDr HendraÌýNurdinÌý