347 citations
- North Carolina State UniversityUS67 papers
- Columbia UniversityUS12 papers
- Goddard Space Flight CenterUS8 papers
- University of California, BerkeleyUS8 papers
- Los Alamos National LaboratoryUS7 papers
- California Institute of TechnologyUS6 papers
- McGill UniversityCA6 papers
- Technical University of DenmarkDK6 papers
- Centre National de la Recherche ScientifiqueFR5 papers
- Chungbuk National UniversityKR5 papers
- Jet Propulsion LaboratoryUS5 papers
- University of ManitobaCA5 papers
4 papers · 1 filter
A Framework for Developing Algorithms for Estimating Propagation Parameters from Measurements
Akbar Sayeed, Peter Vouras, Camillo Gentile +13
A framework is proposed for developing and evaluating algorithms for extracting multipath propagation components (MPCs) from measurements collected by sounders at millimeter-wave (…
An Analysis of State Evolution for Approximate Message Passing with Side Information
Hangjin Liu, Cynthia Rush, Dror Baron
A common goal in many research areas is to reconstruct an unknown signal x from noisy linear measurements. Approximate message passing (AMP) is a class of low-complexity algorithms…
Multiprocessor Approximate Message Passing with Column-Wise Partitioning
Yanting Ma, Yue M. Lu, Dror Baron
Solving a large-scale regularized linear inverse problem using multiple processors is important in various real-world applications due to the limitations of individual processors a…
Compressive Imaging via Approximate Message Passing with Image Denoising
Jin Tan, Yanting Ma, Dror Baron
We consider compressive imaging problems, where images are reconstructed from a reduced number of linear measurements. Our objective is to improve over existing compressive imaging…