D-Index & Metrics Best Publications

D-Index & Metrics

Discipline name D-index D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines. Citations Publications World Ranking National Ranking
Engineering and Technology D-index 39 Citations 15,227 102 World Ranking 2667 National Ranking 1075

Overview

What is he best known for?

The fields of study he is best known for:

  • Algebra
  • Mathematical analysis
  • Algorithm

Thomas Strohmer spends much of his time researching Algorithm, Compressed sensing, Convex optimization, Artificial intelligence and Phase retrieval. He has included themes like Transmitter, MIMO, Beamforming and Control theory in his Algorithm study. While the research belongs to areas of Control theory, Thomas Strohmer spends his time largely on the problem of Rayleigh fading, intersecting his research to questions surrounding Codebook and Grassmannian.

His Compressed sensing research is multidisciplinary, incorporating perspectives in Sparse matrix, Modulo, Signal processing, Perspective and Antenna. His Artificial intelligence research incorporates elements of Radar, Upper and lower bounds, Computer vision and Pattern recognition. His Phase retrieval research includes themes of Noise, Unit sphere and Matrix completion.

His most cited work include:

  • Grassmannian beamforming for multiple-input multiple-output wireless systems (1167 citations)
  • PhaseLift: Exact and Stable Signal Recovery from Magnitude Measurements via Convex Programming (959 citations)
  • High-Resolution Radar via Compressed Sensing (907 citations)

What are the main themes of his work throughout his whole career to date?

His main research concerns Algorithm, Compressed sensing, Discrete mathematics, Pure mathematics and Mathematical optimization. In his papers, Thomas Strohmer integrates diverse fields, such as Algorithm and Convex optimization. As a part of the same scientific study, he usually deals with the Compressed sensing, concentrating on Radar and frequently concerns with Upper and lower bounds and Computer vision.

As a member of one scientific family, he mostly works in the field of Discrete mathematics, focusing on Matrix and, on occasion, Linear least squares, Linear subspace, Inverse problem and Least squares. The study incorporates disciplines such as Zak transform, Gabor transform and Algebra in addition to Pure mathematics. His Mathematical optimization study integrates concerns from other disciplines, such as Signal reconstruction, Blind deconvolution, Sparse matrix, Sparse approximation and Applied mathematics.

He most often published in these fields:

  • Algorithm (42.42%)
  • Compressed sensing (15.15%)
  • Discrete mathematics (14.55%)

What were the highlights of his more recent work (between 2014-2021)?

  • Blind deconvolution (6.06%)
  • Algorithm (42.42%)
  • Discrete mathematics (14.55%)

In recent papers he was focusing on the following fields of study:

Blind deconvolution, Algorithm, Discrete mathematics, Convex optimization and Calibration are his primary areas of study. His Blind deconvolution study combines topics from a wide range of disciplines, such as Gradient descent, Mathematical optimization, Robustness and Image processing. His work carried out in the field of Algorithm brings together such families of science as Algebraic connectivity, Laplacian matrix, Kernel, Spectral clustering and Cut.

His Discrete mathematics research incorporates themes from Connection, Inverse problem, Matrix, Linear least squares and Efficient algorithm. His Convex optimization research includes elements of Compressed sensing, Mathematical analysis, Astronomical imaging, Matrix completion and Phase problem. His biological study spans a wide range of topics, including Key and Computer engineering.

Between 2014 and 2021, his most popular works were:

  • Phase Retrieval via Matrix Completion (335 citations)
  • Self-calibration and biconvex compressive sensing (163 citations)
  • Sparse Signal Processing Concepts for Efficient 5G System Design (119 citations)

In his most recent research, the most cited papers focused on:

  • Algebra
  • Mathematical analysis
  • Statistics

His primary areas of study are Blind deconvolution, Algorithm, Discrete mathematics, Convex optimization and Noise. Thomas Strohmer interconnects Phase problem, Fourier transform and Matrix completion in the investigation of issues within Algorithm. His work deals with themes such as Image processing and Total least squares, Least squares, Non-linear least squares, which intersect with Discrete mathematics.

His Convex optimization research incorporates elements of Phase retrieval, Mathematical analysis, Degrees of freedom, Limit and Sequence. His studies deal with areas such as Subspace topology, Maxima and minima, Gradient descent, Convolution and Optimization problem as well as Noise. He combines subjects such as Wireless and Mathematical optimization with his study of Maxima and minima.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

Grassmannian beamforming for multiple-input multiple-output wireless systems

D.J. Love;R.W. Heath;T. Strohmer.
IEEE Transactions on Information Theory (2003)

1975 Citations

High-Resolution Radar via Compressed Sensing

M.A. Herman;T. Strohmer.
IEEE Transactions on Signal Processing (2009)

1221 Citations

Gabor Analysis and Algorithms: Theory and Applications

Hans G. Feichtinger;T. Strohmer.
(1997)

1158 Citations

PhaseLift: Exact and Stable Signal Recovery from Magnitude Measurements via Convex Programming

Emmanuel J. Candès;Thomas Strohmer;Vladislav Voroninski.
Communications on Pure and Applied Mathematics (2013)

960 Citations

GRASSMANNIAN FRAMES WITH APPLICATIONS TO CODING AND COMMUNICATION

Thomas Strohmer;Robert W Heath.
Applied and Computational Harmonic Analysis (2003)

827 Citations

A Randomized Kaczmarz Algorithm with Exponential Convergence

Thomas Strohmer;Roman Vershynin.
Journal of Fourier Analysis and Applications (2009)

646 Citations

Phase Retrieval via Matrix Completion

Emmanuel J. Candès;Yonina C. Eldar;Thomas Strohmer;Vladislav Voroninski.
Siam Journal on Imaging Sciences (2013)

477 Citations

Designing structured tight frames via an alternating projection method

J.A. Tropp;I.S. Dhillon;R.W. Heath;T. Strohmer.
IEEE Transactions on Information Theory (2005)

449 Citations

General Deviants: An Analysis of Perturbations in Compressed Sensing

M.A. Herman;T. Strohmer.
IEEE Journal of Selected Topics in Signal Processing (2010)

371 Citations

Efficient numerical methods in non-uniform sampling theory

Hans G. Feichtinger;Karlheinz Gröchenig;Thomas Strohmer.
Numerische Mathematik (1995)

355 Citations

Best Scientists Citing Thomas Strohmer

Robert W. Heath

Robert W. Heath

North Carolina State University

Publications: 140

Yonina C. Eldar

Yonina C. Eldar

Weizmann Institute of Science

Publications: 102

David J. Love

David J. Love

Purdue University West Lafayette

Publications: 78

Karlheinz Gröchenig

Karlheinz Gröchenig

University of Vienna

Publications: 62

Peter G. Casazza

Peter G. Casazza

University of Missouri

Publications: 46

Hamid Jafarkhani

Hamid Jafarkhani

University of California, Irvine

Publications: 40

Babak Hassibi

Babak Hassibi

California Institute of Technology

Publications: 40

Hans G. Feichtinger

Hans G. Feichtinger

University of Vienna

Publications: 38

Holger Rauhut

Holger Rauhut

RWTH Aachen University

Publications: 34

Peter Richtárik

Peter Richtárik

King Abdullah University of Science and Technology

Publications: 32

Kaibin Huang

Kaibin Huang

University of Hong Kong

Publications: 32

Petre Stoica

Petre Stoica

Uppsala University

Publications: 31

Georgios B. Giannakis

Georgios B. Giannakis

University of Minnesota

Publications: 31

David F. Sorrells

David F. Sorrells

ParkerVision

Publications: 30

Bhaskar D. Rao

Bhaskar D. Rao

University of California, San Diego

Publications: 30

Gregory S. Rawlins

Gregory S. Rawlins

ParkerVision

Publications: 30

Profile was last updated on December 6th, 2021.
Research.com Ranking is based on data retrieved from the Microsoft Academic Graph (MAG).
The ranking d-index is inferred from publications deemed to belong to the considered discipline.

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