Compressive Sensing in Electromagnetics - A Review

@article{Massa2015CompressiveSI,
  title={Compressive Sensing in Electromagnetics - A Review},
  author={A. Massa and P. Rocca and G. Oliveri},
  journal={IEEE Antennas and Propagation Magazine},
  year={2015},
  volume={57},
  pages={224-238}
}
  • A. Massa, P. Rocca, G. Oliveri
  • Published 2015
  • Engineering
  • IEEE Antennas and Propagation Magazine
    • Several problems arising in electromagnetics can be directly formulated or suitably recast for an effective solution within the compressive sensing (CS) framework. This has motivated a great interest in developing and applying CS methodologies to several conventional and innovative electromagnetic scenarios. This work is aimed at presenting, to the best of the authors' knowledge, a review of the state-of-the-art and most recent advances of CS formulations and related methods as applied to… CONTINUE READING
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    References

    SHOWING 1-10 OF 110 REFERENCES
    Bayesian Compressive Sensing Approaches for the Reconstruction of Two-Dimensional Sparse Scatterers Under TE Illuminations
    • 97
    Sparsity and Compressed Sensing in Radar Imaging
    • 574
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    • 247
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    Microwave Imaging Within the First-Order Born Approximation by Means of the Contrast-Field Bayesian Compressive Sensing
    • 129
    Coherence, Compressive Sensing, and Random Sensor Arrays
    • 47
    • PDF
    Directions-of-Arrival Estimation Through Bayesian Compressive Sensing Strategies
    • 195
    Through-the-Wall Radar Imaging using compressive sensing along temporal frequency domain
    • Yeo-Sun Yoon, M. Amin
    • Computer Science
    • 2010 IEEE International Conference on Acoustics, Speech and Signal Processing
    • 2010
    • 65
    • PDF
    UWB Through-Wall Imaging Based on Compressive Sensing
    • 237
    Sparse scatterers imaging through approximated multitask compressive sensing strategies
    • 46
    Compressive radar with off-grid targets: a perturbation approach
    • 33
    • Highly Influential
    • PDF