Design and Analysis of Compressed Sensing Radar Detectors

@article{Anitori2013DesignAA,
  title={Design and Analysis of Compressed Sensing Radar Detectors},
  author={Laura Anitori and Arian Maleki and Matern Otten and Richard G. Baraniuk and Peter Hoogeboom},
  journal={IEEE Transactions on Signal Processing},
  year={2013},
  volume={61},
  pages={813-827}
}
We consider the problem of target detection from a set of Compressed Sensing (CS) radar measurements corrupted by additive white Gaussian noise. We propose two novel architectures and compare their performance by means of Receiver Operating Characteristic (ROC) curves. Using asymptotic arguments and the Complex Approximate Message Passing (CAMP) algorithm, we characterize the statistics of the ℓ1-norm reconstruction error and derive closed form expressions for both the detection and false alarm… CONTINUE READING
Highly Cited
This paper has 92 citations. REVIEW CITATIONS
47 Extracted Citations
37 Extracted References
Similar Papers

Citing Papers

Publications influenced by this paper.
Showing 1-10 of 47 extracted citations

93 Citations

02040201320142015201620172018
Citations per Year
Semantic Scholar estimates that this publication has 93 citations based on the available data.

See our FAQ for additional information.

Referenced Papers

Publications referenced by this paper.
Showing 1-10 of 37 references

Improved bounds for restricted isometry constants for Gaussian matrices

  • B. Bubacarr, J. Tanner
  • SIAM J. Matrix Anal., vol. 31, no. 5, pp. 2882…
  • 2010
1 Excerpt

Similar Papers

Loading similar papers…