87 citations · 185 across the 5 of their papers we have counts for
5 papers
Comments On "Multipath Matching Pursuit" by Kwon, Wang and Shim
Nazim Burak Karahanoglu, Hakan Erdogan
Straightforward combination of tree search with matching pursuits, which was suggested in 2001 by Cotter and Rao, and then later developed by some other authors, has been revisited…
Improving A*OMP: Theoretical and Empirical Analyses With a Novel Dynamic Cost Model
Nazim Burak Karahanoglu, Hakan Erdogan
Best-first search has been recently utilized for compressed sensing (CS) by the A* orthogonal matching pursuit (A*OMP) algorithm. In this work, we concentrate on theoretical and em…
Online Recovery Guarantees and Analytical Results for OMP
Nazim Burak Karahanoglu, Hakan Erdogan
Orthogonal Matching Pursuit (OMP) is a simple, yet empirically competitive algorithm for sparse recovery. Recent developments have shown that OMP guarantees exact recovery of K-spa…
Compressed Sensing Signal Recovery via Forward-Backward Pursuit
Nazim Burak Karahanoglu, Hakan Erdogan
Recovery of sparse signals from compressed measurements constitutes an l0 norm minimization problem, which is unpractical to solve. A number of sparse recovery approaches have appe…
A* Orthogonal Matching Pursuit: Best-First Search for Compressed Sensing Signal Recovery
Nazim Burak Karahanoglu, Hakan Erdogan
Compressed sensing is a developing field aiming at reconstruction of sparse signals acquired in reduced dimensions, which make the recovery process under-determined. The required s…