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Showing 1 to 3 of 3 for “"Sparse Sensing"”.
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Energy-aware Sparse Sensing of Spatial-temporally Correlated Random Fields
… of theories and practices of energy aware sparse sensing schemes of random fields that are correlated in the space and/or time domains. The objective of sparse sensing is to reduce the number of sensing samples in the space and/or time domains, thus reduce the energy consumption and …
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Intelligent Monitoring of Powerline Vibrations - Sparse Sensing and Predictive Modeling Approach
… for reconstructing full-system states from sparse observations. A pivoted QR decomposition method is employed to determine optimal sensor placement, ensuring efficient coverage and accurate reconstruction with minimal hardware. Additionally, compressive sensing is introduced to recover …
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Inferencing Techniques for Enhanced Monitoring of Thermal-Fluid Systems
… these cases. It lays the groundwork for advanced sparse sensing and inverse problem-solving in thermal systems, offering a more efficient, tractable, and reliable tool for engineers and researchers addressing system monitoring with modeling uncertainty. Looking forward, these methodologies could …