Title
Adaptive-Rate Reconstruction of Time-Varying Signals with Application in Compressive Foreground Extraction
Abstract
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
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. Mota11287.57
Nikos Deligiannis231137.12
Aswin C. Sankaranarayanan377051.51
Volkan Cevher41860141.56
Miguel R. D. Rodrigues51500111.23