Concepedia

Sparse Spectral Estimation

Sparse Spectral Estimation is a spectral analysis method that exploits sparsity in the frequency domain by modeling the power spectrum as a sparse combination of basis elements, enabling high-resolution frequency recovery from limited or undersampled data.

169

Publications

6.4K

Citations

490

Authors

238

Institutions

Publications per year

2017–2026

46

Parents

Publications

169

On Gridless Sparse Methods for Line Spectral Estimation From Complete and Incomplete Data

Zai Yang, Lihua Xie · IEEE Transactions on Signal Processing · 2015 · 347 citations · Full text

, , +15

Spectral Unmixing via Data-Guided Sparsity

Feiyun Zhu, Ying Wang, Bin Fan et al. · IEEE Transactions on Image Processing · 2014 · 274 citations · Full text

, , +16

Newtonized Orthogonal Matching Pursuit: Frequency Estimation Over the Continuum

Babak Mamandipoor, Dinesh Ramasamy, Upamanyu Madhow · IEEE Transactions on Signal Processing · 2016 · 252 citations · Full text

, , +15

Speech enhancement based on audible noise suppression

D. Tsoukalas, John Mourjopoulos, G. Kokkinakis · IEEE Transactions on Speech and Audio Processing · 1997 · 185 citations

, , +17

Near Minimax Line Spectral Estimation

Gongguo Tang, Badri Narayan Bhaskar, Benjamin Recht · IEEE Transactions on Information Theory · 2014 · 181 citations

, , +15

1–5 of 169

Authors

490

  1. AJ
    Andreas Jakobsson

    Lund University, Sweden

    8 publications · 227 citations

    8

    h-index

  2. MK
    M. Kaveh

    University of Minnesota, United States

    4 publications · 174 citations

    4

    h-index

  3. BR
    Benjamin Recht

    University of California, Berkeley, United States

    3 publications · 217 citations

    3

    h-index

  4. GT
    Gongguo Tang

    Colorado School of Mines, United States

    3 publications · 217 citations

    3

    h-index

  5. PS
    Petre Stoica

    Uppsala University, Sweden

    3 publications · 124 citations

    3

    h-index

1–5 of 490

Institutions

238

  1. Lund University

    Lund, Sweden

    8 h-index

    18 publications

    358 citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    8 h-index

    11 publications

    309 citations

  3. Statistics Sweden

    Örebro, Sweden

    7 h-index

    13 publications

    283 citations

  4. University of Electronic Science and Technology of China

    Chengdu, China

    5 h-index

    13 publications

    264 citations

  5. Chinese Academy of Sciences

    Beijing, China

    5 h-index

    18 publications

    2K citations

  6. University of Minnesota

    Minneapolis, United States

    5 h-index

    12 publications

    468 citations

  7. Princeton University

    Princeton, United States

    4 h-index

    4 publications

    132 citations

  8. University of Florida

    Gainesville, United States

    4 h-index

    11 publications

    349 citations

1–8 of 238

Venues

  1. IEEE Transactions on Signal Processing

    15 publications · 1.3K citations

    14

    h-index

  2. Signal Processing

    14 publications · 441 citations

    11

    h-index

  3. Journal of Magnetic Resonance

    JMR · 5 publications · 177 citations

    5

    h-index

  4. arXiv (Cornell University)

    Repository · 5 publications · 95 citations

    5

    h-index

  5. Mechanical Systems and Signal Processing

    MSSP · 5 publications · 144 citations

    5

    h-index

1–5