Simulations of novel radiometer systems using compressed sensing

Yu Tao, Y.-M. Niu, Yaoliang Song
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Abstract

In this paper, a novel radiometer system using compressed sensing technique is simulated. Millimeter-wave radiometer is a high-sensitivity noise power receiver that can detect the microwave radiation from objects. Millimeter wave radiometer is one of the key technologies in millimeter wave passive detection and imaging. The novel system this paper proposed using compressed sensing is a focal plane system, which simultaneously receives signals through multiple feeds. Each feed receives the corresponding pixel point of millimeter wave radiation energy. The system achieves the similar function of the dam-board by on-off the switch. The system reduces the number of receiver channels via the use of compressed sensing. The proposed system not only overcomes the shortcomings of the traditional systems, but also recovers the image according to the theory of compressed sensing. The system performance is validated through simulations.
基于压缩传感的新型辐射计系统仿真
本文对一种采用压缩传感技术的新型辐射计系统进行了仿真。毫米波辐射计是一种高灵敏度噪声功率接收机,可以探测到来自物体的微波辐射。毫米波辐射计是毫米波被动探测与成像的关键技术之一。本文提出的压缩感知系统是一个焦平面系统,通过多个馈源同时接收信号。每个馈送接收相应像素点的毫米波辐射能量。该系统通过开关的通断来实现与坝板类似的功能。该系统通过使用压缩感知减少了接收信道的数量。该系统不仅克服了传统系统的不足,而且根据压缩感知理论对图像进行了恢复。通过仿真验证了系统的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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