Introduction to the Issue on Compressive Sensing

Rick Chartrand, Richard G. Baraniuk, Yonina C. Eldar, Mrio A. T. Figueiredo, Jared Tanner
2010 IEEE Journal on Selected Topics in Signal Processing  
the field of compressive sensing, working on both algorithms for sparse signal reconstruction and the mathematical justification for these methods. His particular focus has been on nonconvex optimization methods, demonstrating both that these approaches can recover signals from fewer methods than the more typical convex approaches, and that simple algorithms can be reliably successful, despite the presence of huge numbers of local minima. Other research interests include image processing, optimization, and analysis.
doi:10.1109/jstsp.2010.2043892 fatcat:cyqiuhsocrgvzhx62xgrq5cpsu