基于FPGA的干涉成像高度计在轨多视处理设计OA
Design of On-orbit Multi-look Processor for Interferometric Imaging Radar Altimeter Based on FPGA
为了对全球范围的海面高度开展宽刈幅测量,干涉成像高度计采用全时工作体制,原始数据量大,需通过在轨数据处理和多视平均实现高精度压缩.受其地距分辨率剧烈变化影响,传统均匀窗口多视处理误差偏大,现有非均匀窗口多视方案虽然可以解决误差问题,却难以实现现场可编程门阵列(FPGA)流水线架构设计,存在时延高、资源消耗大的问题.为此,文中提出一种基于FPGA的插值多视处理器(IMLP),采用插值加权平均多视算法,结合非均匀线性插值、多通道并行处理等FPGA设计方案,实现流水线多视处理.基于天宫二号三维成像微波高度计实测数据验证表明:相较于传统均匀窗口多视处理,IMLP测高误差显著降低;相较于现有非均匀窗口多视方案,其逻辑资源消耗降低约20%,计算与存储资源消耗降低约40%,时间延迟降低27.45%.
In order to carry out wide-swath measurements of sea surface height globally,interferometric imaging radar altimeters op-erate in an all-time mode,generating a massive amount of raw data that require high-precision compression through on-orbit data procession and muti-look averaging.Due to the impact of drastic variation in ground range resolution of interferometric imaging al-timeters,the conventional uniform window multi-look schemes suffer from significant errors.Although the existing non-uniform win-dow multi-look schemes can address the error issue,it is hard to achieve a pipelined architecture of field programmable gate arrays(FPGA),resulting in high time delay and large resource consumption.To this end,a FPGA-based interpolated multi-look proces-sor(IMLP)is proposed in the paper,which achieves pipelined multi-look processing by using an interpolated and weighted aver-age multi-look processing method and combining it with FPGA design schemes such as non-uniform linear interpolators and multi-channel parallel processing.Verification based on the measured data from the Tiangong-2 interferometric imaging radar altimeter demonstrates that IMLP significantly reduces the error of sea surface height measurement,compared with traditional uniform win-dow multi-look processing;meanwhile,it reduces logical resource consumption by about 20%,computation and storage resource consumption by around 40%,and time latency by 27.45%,compared with existing non-uniform window multi-look schemes.
金潇;石晓进;张云华
中国科学院国家空间科学中心中国科学院微波遥感技术重点实验室,北京 100190||中国科学院大学电子电气与通信工程学院,北京 100049中国科学院国家空间科学中心中国科学院微波遥感技术重点实验室,北京 100190||中国科学院大学电子电气与通信工程学院,北京 100049中国科学院国家空间科学中心中国科学院微波遥感技术重点实验室,北京 100190||中国科学院大学电子电气与通信工程学院,北京 100049
信息技术与安全科学
干涉成像高度计现场可编程逻辑门阵列在轨处理多视处理
interferometric imaging radar altimeterfield programmable gate array(FPGA)on-orbit processingmulti-look pro-cessing
《现代雷达》 2026 (5)
31-39,9
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