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Energy-efficient route planning for autonomous aerial vehicles based on graph signal recovery
Tianxi Ji, Siheng Chen, Rohan Varma, Jelena Kovačević
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Sampling theory for graph signals
Siheng Chen, Aliaksei Sandryhaila, Jelena Kovačević
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Spectrum-blind signal recovery on graphs
Rohan Varma, Siheng Chen, Jelena Kovačević
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Damage quantification and localization algorithms for indirect SHM of bridges
George Lederman, Zihao Wang, Jacobo Bielak, H Noh, James H Garrett, Siheng Chen, Jelena Kovačević, Fernando Cerda, Piervincenzo Rizzo
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Signal denoising on graphs via graph filtering
Siheng Chen, Aliaksei Sandryhaila, José MF Moura, Jelena Kovačević
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Signal inpainting on graphs via total variation minimization
Siheng Chen, Aliaksei Sandryhaila, George Lederman, Zihao Wang, José MF Moura, Piervincenzo Rizzo, Jacobo Bielak, James H Garrett, Jelena Kovačević
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Comparison of sparse representation and Fourier discriminant methods: damage location classification in indirect lab-scale bridge structural health monitoring
Zihao Wang, Siheng Chen, George Lederman, Fernando Cerda, Jacobo Bielak, James H Garrett, Piervincenzo Rizzo, Jelena Kovačević
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Multiresolution classification with semi-supervised learning for indirect bridge structural health monitoring
Siheng Chen, Fernando Cerda, Jia Guo, Joel B Harley, Qing Shi, Piervincenzo Rizzo, Jacobo Bielak, James H Garrett, Jelena Kovačević
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Indirect structural health monitoring in bridges: Scale experiments
Fernando Cerda, James Garrett, Jacobo Bielak, Piervincenzo Rizzo, J Barrera, Z Zhuang, Siheng Chen, Michael T. McCann, Jelena Kovačević
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