Compressed Sampling For Pulse Doppler Radar

被引：17
|
作者：
Smith, Graeme E. [1 ]
Diethe, Tom [2 ]
Hussain, Zakria [2 ]
Shawe-Taylor, John [2 ]
Hardoon, David R. [3 ]
机构：
[1] Villanova Univ, Ctr Adv Commun, Villanova, PA 19085 USA
[2] UCL, Dept Comp Sci, London WC1E 6BT, England
[3] Inst Infocomm Res, Data Min Dept, Singapore, Singapore
来源：
2010 IEEE RADAR CONFERENCE | 2010年
关键词：
D O I：
10.1109/RADAR.2010.5494496
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：
This paper presents a study of how the Analogue to Digital Converter (ADC) sampling rate in a digital radar can be reduced-without reduction in waveform bandwidth-through the use of Compressed Sampling (CS). Real radar data is used to show that through use of chirp or Gabor dictionaries and Basis Pursuit (BP) the ADC sampling frequency can be reduced by a factor of 128, to under 1 mega sample per second, while the waveform bandwidth remains 40 MHz. The error on the reconstructed fast-time samples is small enough that accurate range-profiles and range-frequency surfaces can be produced.
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页码：887 / 892
页数：6
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