IEEE Transactions on Smart Grid · 2011 · 167 citations · 72 references
EngineeringComputer ScienceElectrical EngineeringComputer NetworksNetwork SecurityWireless CommunicationsCognitive RadioInterference ManagementMicrogridsSmart Grid SystemsSmart GridsWireless NetworksCognitive Radio NetworksControl AlgorithmsIndependent Component AnalysisPower Flow AnalysisRobust Principal Component AnalysisSmart Grid Communication NetworksSmart Grid SecurityStrong Interference
This paper systematically investigates the novel idea of applying the next generation wireless technology, cognitive radio network, for the smart grid. In particular, system architecture, algorithms, and hardware testbed are studied. A microgrid testbed supporting both power flow and information flow is also proposed. Control strategies and security considerations are discussed. Furthermore, the concept of independent component analysis (ICA) in combination with the robust principal component analysis (PCA) technique is employed to recover data from the simultaneous smart meter wireless transmissions in the presence of strong wideband interference. The performance illustrates the gain of bringing the state of the art mathematics to smart grid.
72
David L. Donoho · IEEE Transactions on Information Theory · 2006 · 23.1K citations
Independent component analysis: algorithms and applications
Aapo Hyvärinen, Erkki Oja · Neural Networks · 2000 · 8.8K citations
Independent component analysis, A new concept?
Pierre Comon · Signal Processing · 1994 · 8.2K citations · Full text
Robust principal component analysis?
Emmanuel J. Candès, Xiaodong Li, Yi Ma et al. · Journal of the ACM · 2011 · 6.9K citations