多旋翼无人机载SAR视线向运动误差补偿方法 |
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引用本文: | 黎涛,付耀文,张健丰,张文鹏,杨威. 多旋翼无人机载SAR视线向运动误差补偿方法[J]. 信号处理, 2022, 38(3): 491-501. DOI: 10.16798/j.issn.1003-0530.2022.03.006 |
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作者姓名: | 黎涛 付耀文 张健丰 张文鹏 杨威 |
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作者单位: | 国防科技大学电子科学学院智能感知系,湖南 长沙 410003 |
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基金项目: | 国家自然科学基金61871384 |
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摘 要: | 多旋翼无人机载合成孔径雷达(SAR)相较于传统的固定翼机载SAR具有轻便易携带、使用方便等优点,然而它也更易受气流扰动影响,误差空变性更强,这对运动补偿提出了很高的要求.本文建立了调频连续波体制下加入视线向误差后的SAR信号模型,推导了调频连续波体制下正侧视SAR的两步运动补偿法,指出了该方法以及其改进方法运用在多旋翼...
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关 键 词: | 合成孔径雷达 运动补偿 多旋翼无人机 |
收稿时间: | 2021-06-08 |
A Method of Line-of-sight Motion Error Compensation for Multi-rotor UAV SAR |
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Affiliation: | Dept. of Intelligence Perception,College of Electronic Science,National University of Defense Technology,Changsha,Hunan 410003,China |
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Abstract: | Compared with the traditional fixed-wing-aircraft-borne synthetic aperture radar (SAR), multi-rotor UAV SAR is more convenient to carry and operate. However, it is also more susceptible to air disturbance and its motion error has more serious spatial variability, which puts forward high requirements for motion compensation. In this paper, the signal model of frequency-modulated-continuous-wave (FMCW) SAR with line-of-sight (LOS) motion error was established, and the two-step motion compensation method of FMCW SAR was derived, then the shortcomings of this algorithm and its improved algorithm in the application of multi-rotor UAV SAR were pointed out. In order to make the compensation of SAR based on the inertial measurement unit (IMU) data more accurate, this paper proposed a "range-cell-by-cell compensation method". The method calculates the corresponding compensation function for each range cell, and only outputs the data of the corresponding range cell after each compensation. Compared with other compensation methods, this method can compensate the space-variant slant range error and velocity error more accurately and reduce the influence of residual error on each imaging step. Finally, the effectiveness of the algorithm was verified by simulation. |
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