Sparsity and Compressed Sensing in Radar Imaging

@article{Potter2010SparsityAC,
  title={Sparsity and Compressed Sensing in Radar Imaging},
  author={Lee C. Potter and Emre Ertin and Jason T. Parker and M{\"u}jdat Çetin},
  journal={Proceedings of the IEEE},
  year={2010},
  volume={98},
  pages={1006-1020}
}
Remote sensing with radar is typically an ill-posed linear inverse problem: a scene is to be inferred from limited measurements of scattered electric fields. Parsimonious models provide a compressed representation of the unknown scene and offer a means for regularizing the inversion task. The emerging field of compressed sensing combines nonlinear reconstruction algorithms and pseudorandom linear measurements to provide reconstruction guarantees for sparse solutions to linear inverse problems… CONTINUE READING
Highly Influential
This paper has highly influenced 12 other papers. REVIEW HIGHLY INFLUENTIAL CITATIONS
Highly Cited
This paper has 572 citations. REVIEW CITATIONS

Citations

Publications citing this paper.
Showing 1-10 of 327 extracted citations

Compressed sensing Linear array SAR 3-D imaging via sparse locations prediction

2014 IEEE Geoscience and Remote Sensing Symposium • 2014
View 10 Excerpts
Highly Influenced

Multifrequency Compressed Sensing for 2-D Near-Field Synthetic Aperture Radar Image Reconstruction

IEEE Transactions on Instrumentation and Measurement • 2017
View 14 Excerpts
Highly Influenced

Bistatic ISAR image reconstruction using sparse-recovery interpolation of missing data

IEEE Transactions on Aerospace and Electronic Systems • 2016
View 10 Excerpts
Highly Influenced

Compressive Sensing in Electromagnetics - A Review

IEEE Antennas and Propagation Magazine • 2015
View 5 Excerpts
Highly Influenced

Enhanced ISAR Imaging and Motion Estimation With Parametric and Dynamic Sparse Bayesian Learning

IEEE Transactions on Computational Imaging • 2017
View 5 Excerpts
Highly Influenced

Through-the-Wall Human Motion Indication Using Sparsity-Driven Change Detection

IEEE Transactions on Geoscience and Remote Sensing • 2013
View 4 Excerpts
Highly Influenced

572 Citations

050'11'13'15'17'19
Citations per Year
Semantic Scholar estimates that this publication has 572 citations based on the available data.

See our FAQ for additional information.

References

Publications referenced by this paper.
Showing 1-10 of 89 references

Space-time adaptive processing for range-folded spread-Doppler radar clutter mitigation

2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) • 2011
View 5 Excerpts
Highly Influenced

BA challenge problem for 2D/3D imaging of targets from a volumetric data set in an urban environment,

C. H. Casteel, Jr., +4 authors U. K. Majumder
in Proc. SPIE Algorithms Synthetic Aperture Radar Imagery XIV, • 2007
View 5 Excerpts
Highly Influenced

BOrthogonal matching pursuit: Recursive function approximation with applications to wavelet decomposition,

Y. C. Pati, R. Rezaiifar, P. S. Krishnaprasad
in Proc. 27th Annu. Asilomar Conf. Signals, Syst., Comput., • 1993
View 5 Excerpts
Highly Influenced

High-Resolution Radar via Compressed Sensing

IEEE Transactions on Signal Processing • 2009
View 1 Excerpt

Similar Papers

Loading similar papers…