Adaptive Waveform Design for Improved Detection of Low-RCS Targets in Heavy Sea Clutter

被引:55
|
作者
Sira, Sandeep P. [1 ]
Cochran, Douglas [1 ]
Papandreou-Suppappola, Antonia [1 ]
Morrell, Darryl [2 ]
Moran, William [3 ]
Howard, Stephen D. [4 ]
Calderbank, Robert [5 ]
机构
[1] Arizona State Univ, Dept Elect Engn, Tempe, AZ 85287 USA
[2] Arizona State Univ, Dept Engn, Mesa, AZ 85212 USA
[3] Univ Melbourne, Dept Elect & Elect Engn, Melbourne, Vic, Australia
[4] Def Sci & Technol Org, Edinburgh, Australia
[5] Princeton Univ, Dept Elect Engn, Princeton, NJ 08540 USA
关键词
Detection; sea clutter; waveform design; waveform-agile sensing;
D O I
10.1109/JSTSP.2007.897048
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The dynamic adaptation of waveforms for transmission by active radar has been facilitated by the availability of waveform-agile sensors. In this paper, we propose a method to employ waveform agility to improve the detection of low radar-cross section (RCS) targets on the ocean surface that present low signal-to-clutter ratios due to high sea states and low grazing angles. Employing the expectation-maximization algorithm to estimate the time-varying parameters for compound-Gaussian sea clutter, we develop a generalized likelihood ratio test (GLRT) detector and identify a range bin of interest. The clutter estimates are then used to dynamically design a phase-modulated waveform that minimizes the out-of-bin clutter contributions to this range bin. A simulation based on parameters derived from real sea clutter data demonstrates that our approach provides around 10 dB improvement in detection performance over a nonadaptive system.
引用
收藏
页码:56 / 66
页数:11
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