INFORMATION-THEORY AND RADAR WAVE-FORM DESIGN

被引:556
作者
BELL, MR
机构
[1] School of Electrical Engineering, Purdue University, West Lafayette
基金
美国国家科学基金会;
关键词
MUTUAL INFORMATION; RADAR; MATCHED FILTER; RADAR WAVE-FORMS; TARGET IMPULSE RESPONSE; EXTENDED RADAR TARGETS; TARGET SCATTERING RESONANCE; ULTRA-WIDE-BAND RADAR;
D O I
10.1109/18.259642
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The use of information theory to design waveforms for the measurement of extended radar targets exhibiting resonance phenomena is investigated. The target impulse response is introduced to model target scattering behavior. Two radar waveform design problems with constraints on waveform energy and duration are then solved. In the first, a deterministic target impulse response is used to design waveform/receiver-filter pairs for the optimal detection of extended targets in additive noise. In the second, a random target impulse response is used to design waveforms that maximize the mutual information between a target ensemble and the received signal in additive Gaussian noise. The two solutions are contrasted to show the difference between the characteristics of waveforms for extended target detection and information extraction. The optimal target detection solution places as much energy as possible in the largest target scattering mode under the imposed constraints on waveform duration and energy. The optimal information extraction solution distributes the energy among the target scattering modes in order to maximize the mutual information between the target ensemble and the received radar waveform.
引用
收藏
页码:1578 / 1597
页数:20
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