Title :
Target Estimation, Detection, and Tracking
Author :
Hurtado, Martin ; Xiao, Jin-Jun ; Nehorai, Arye
Abstract :
In this article, we explore the adaptive design of radar polarization waveforms for optimal performance, when the statistical properties of the target and clutter are unknown. We focus on a closed-loop system that sequentially estimates the target and clutter scattering parameters, and then uses these estimates to select the polarization of the subsequent waveforms. We demonstrate that the radar system performance is significantly improved when the polarization of the transmitted signal is optimally and adaptively selected to match the polarimetric aspects of the target and environment. In particular, we provide an overview of our recent results showing that the adaptive design of the radar signal polarization enables achieving optimal performance in several operating modes, including detection, estimation, and tracking.
Keywords :
closed loop systems; radar detection; radar polarimetry; radar tracking; target tracking; adaptive polarimetric design; closed loop system; radar detection; radar polarization waveforms; radar system performance; radar tracking; statistical properties; target estimation; Adaptive signal detection; Polarization; Radar clutter; Radar detection; Radar polarimetry; Radar tracking; Scattering parameters; Signal design; System performance; Target tracking;
Journal_Title :
Signal Processing Magazine, IEEE
DOI :
10.1109/MSP.2008.930417