Title | ||
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Adaptive-Rate Reconstruction of Time-Varying Signals with Application in Compressive Foreground Extraction |
Abstract | ||
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We propose and analyze an online algorithm for reconstructing a sequence of signals from a limited number of linear measurements. The signals are assumed sparse, with unknown support, and evolve over time according to a generic nonlinear dynamical model. Our algorithm, based on recent theoretical results for l1 - l1 minimization, is recursive and computes the number of measurements to be taken at ... |
Year | DOI | Venue |
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2016 | 10.1109/TSP.2016.2544744 | IEEE Transactions on Signal Processing |
Keywords | DocType | Volume |
Image reconstruction,Signal processing algorithms,Heuristic algorithms,Sensors,Image coding,Kalman filters,Time measurement | Journal | 64 |
Issue | ISSN | Citations |
14 | 1053-587X | 0 |
PageRank | References | Authors |
0.34 | 0 | 5 |
Name | Order | Citations | PageRank |
---|---|---|---|
João F. C. Mota | 1 | 128 | 7.57 |
Nikos Deligiannis | 2 | 311 | 37.12 |
Aswin C. Sankaranarayanan | 3 | 770 | 51.51 |
Volkan Cevher | 4 | 1860 | 141.56 |
Miguel R. D. Rodrigues | 5 | 1500 | 111.23 |