Compressive sensing and adaptive sampling applied to millimeter wave inverse synthetic aperture imaging.
Publication
, Journal Article
Zhu, R; Richard, JT; Brady, DJ; Marks, DL; Everitt, HO
Published in: Optics express
February 2017
In order to improve speed and efficiency over traditional scanning methods, a Bayesian compressive sensing algorithm using adaptive spatial sampling is developed for single detector millimeter wave synthetic aperture imaging. The application of this algorithm is compared to random sampling to demonstrate that the adaptive algorithm converges faster for simple targets and generates more reliable reconstructions for complex targets.
Duke Scholars
Published In
Optics express
DOI
EISSN
1094-4087
ISSN
1094-4087
Publication Date
February 2017
Volume
25
Issue
3
Start / End Page
2270 / 2284
Related Subject Headings
- Optics
- 5102 Atomic, molecular and optical physics
- 4009 Electronics, sensors and digital hardware
- 4006 Communications engineering
- 1005 Communications Technologies
- 0906 Electrical and Electronic Engineering
- 0205 Optical Physics
Citation
APA
Chicago
ICMJE
MLA
NLM
Zhu, R., Richard, J. T., Brady, D. J., Marks, D. L., & Everitt, H. O. (2017). Compressive sensing and adaptive sampling applied to millimeter wave inverse synthetic aperture imaging. Optics Express, 25(3), 2270–2284. https://doi.org/10.1364/oe.25.002270
Zhu, Ruoyu, Jonathan T. Richard, David J. Brady, Daniel L. Marks, and Henry O. Everitt. “Compressive sensing and adaptive sampling applied to millimeter wave inverse synthetic aperture imaging.” Optics Express 25, no. 3 (February 2017): 2270–84. https://doi.org/10.1364/oe.25.002270.
Zhu R, Richard JT, Brady DJ, Marks DL, Everitt HO. Compressive sensing and adaptive sampling applied to millimeter wave inverse synthetic aperture imaging. Optics express. 2017 Feb;25(3):2270–84.
Zhu, Ruoyu, et al. “Compressive sensing and adaptive sampling applied to millimeter wave inverse synthetic aperture imaging.” Optics Express, vol. 25, no. 3, Feb. 2017, pp. 2270–84. Epmc, doi:10.1364/oe.25.002270.
Zhu R, Richard JT, Brady DJ, Marks DL, Everitt HO. Compressive sensing and adaptive sampling applied to millimeter wave inverse synthetic aperture imaging. Optics express. 2017 Feb;25(3):2270–2284.
Published In
Optics express
DOI
EISSN
1094-4087
ISSN
1094-4087
Publication Date
February 2017
Volume
25
Issue
3
Start / End Page
2270 / 2284
Related Subject Headings
- Optics
- 5102 Atomic, molecular and optical physics
- 4009 Electronics, sensors and digital hardware
- 4006 Communications engineering
- 1005 Communications Technologies
- 0906 Electrical and Electronic Engineering
- 0205 Optical Physics