Passive radar detection and imaging using low-rank matrix recovery

Authors
Mason, Eric Scott
ORCID
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Other Contributors
Yazici, Birsen
Wang, Meng
Tajer, Ali
Lai, Rongjie
Woods, John W. (John William), 1943-
Issue Date
2017-05
Keywords
Electrical engineering
Degree
PhD
Terms of Use
This electronic version is a licensed copy owned by Rensselaer Polytechnic Institute, Troy, NY. Copyright of original work retained by author.
Full Citation
Abstract
We then use non-convex optimization methods to reduce computational complexity and enforce the rank-one structure directly. We derive a descent algorithm using the majorization-minimization framework and prove convergence to an optimal solution when the step-size satisfies an easily computable bound.
Description
May 2017
School of Engineering
Department
Dept. of Electrical, Computer, and Systems Engineering
Publisher
Rensselaer Polytechnic Institute, Troy, NY
Relationships
Rensselaer Theses and Dissertations Online Collection
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