Passive radar detection and imaging using low-rank matrix recovery

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.