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首页> 外文期刊>Journal of Electromagnetic Waves and Applications >Millimetre wave compressive sensing imaging based on coded frequency selective surface
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Millimetre wave compressive sensing imaging based on coded frequency selective surface

机译:基于编码频率选择面的毫米波压缩感知成像

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摘要

Based on the coded frequency-selective surface (FSS) loaded with PIN diodes and compressive sensing theory, we proposed a new method of millimetre wave compressive sensing imaging. The FSS is fed by a simple patch antenna right under of it, the diode in FSS unit is set off to be transparent to the incident millimetre wave, whereas it is set on to reflect the incident wave. By switching the state of each PIN diode randomly, we can get different radiation patterns with low correlation. Such a random-switching imaging mask can compress the information on the physical layer and provide enough effective measurements that are important for compressive sensing. At last, we use the sparsity adaptive matching pursuit (SAMP) algorithm to reconstruct the scene. Simulation results show that the aperture working at 37.5GHz can accomplish the scene reconstruction with a PSNR=22dB and the compression ratio is 4:1.
机译:基于加载有PIN二极管的编码频率选择表面(FSS)和压缩感测理论,我们提出了一种新的毫米波压缩感测成像方法。 FSS由位于其下方的简单贴片天线供电,FSS单元中的二极管被设置为对入射毫米波透明,而被设置为反射入射波。通过随机切换每个PIN二极管的状态,我们可以获得具有低相关性的不同辐射图。这样的随机切换成像掩模可以压缩物理层上的信息,并提供对于压缩感测重要的足够有效的测量。最后,我们使用稀疏自适应匹配追踪(SAMP)算法重建场景。仿真结果表明,工作在37.5GHz的光圈可以实现场景重建,PSNR = 22dB,压缩比为4:1。

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