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合成孔径雷达高分辨率成像虚拟仿真实验平台设计

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合成孔径雷达(synthetic aperture radar,SAR)系统组成复杂,搭载于飞机、卫星等运动平台上才可实现数据获取,难以开展基于SAR雷达实物的实验教学。为解决此问题,设计并搭建了 SAR高分辨率成像虚拟仿真实验平台。该虚拟仿真实验平台将系统设计技术、实验设计技术、数据采集过程、信号处理技术、图像评估技术等SAR实验的完整流程进行了高展示度、高保真度、高交互性的计算机模拟。一方面,该虚拟仿真实验可以帮助学生理解SAR设计、工作和应用的流程,巩固相关课程基础知识,激发学习雷达信号处理知识的兴趣;另一方面,可以考查学生对相关知识的综合应用能力,增强学生解决实际问题的技能。该仿真平台已成功应用于虚拟仿真教学课程实践,教学效果良好,对培养新工科技术型人才具有重要意义。
Design of synthetic aperture radar high-resolution imaging virtual simulation experiment platform
[Objective]Syntheticaperture radar(SAR)is an active observation technology distinguished by its all-time and all-weather monitoring capability.Consequently,SAR systems offer distinctive advantages in disaster monitoring,environmental surveillance,and mapping applications.However,given the intricacies of the SAR system,data acquisition is confined to mobile platforms,such as aircraftand satellites.This limitation poses challenges to the teaching of the SAR course as it requires hands-on experiments.To address this issue,an experimental platform for the virtual simulation of SAR high-resolution imaging was designed and developed.[Methods]This platform includes an experimental business,application presentation,logic control,and data analysis layers.The experimental business layer includes three modules:System design and data acquisition,signal processing,and evaluation and application.Each module includes 2-4 submodules.The progressive design according to the actual field experiment process of the SAR can restore the experimental design,equipment operation,data processing,and other processes.The application presentation layer provides students with an immersive experience and guarantees ateaching effect.The logic control layer provides convenience for human-computer interaction and enhances students'sense of participation in the experiment.The data analysis layer can analyze and reproduce experimental problems to consolidate basic knowledge.The virtual simulation experiment comprises system design,experiment planning,data acquisition,signal processing,and image evaluation.Through computer simulation,the entire SAR experiment is simulated with high display,fidelity,and interaction.At each simulation stage,students can emulate the characteristics of the simulation experiment,including high model reproducibility,repeatability,ease of interaction,and safety.In the system design and experiment planning stage,students can intuitively and swiftly adjust the installation position of system components and arrange the experiment scenes.In the signal processing stage,students can exercise control over the simulation process through modular programming on the simulation platform.In the evaluation stage,students can visually assess the experimental results using the built-in graphical programming of the simulation platform.Notably,a comprehensive process analysis and feedback mechanism have been devised to assist students in accurately identifying their shortcomings and promptly rectifying them.[Results]The outcomes of this experimental platform are outlined as follows:①The realistic simulation of the actual scene of the experiment is performed to deepen students'understanding of the basic knowledge of the SAR system.Concurrently,the mechanisms of step prompt,after-class feedback,and evaluation are established to help students understand their shortcomings and make improvements in a timely fashion.②The operation,design,and processing of the actual experiments are reproduced,providing students with opportunities to practice and explore that are not easily accessible in reality,helping students learn SAR technology and improve their professional and technical abilities.③The teaching method combining simulation and practical operation is established.This open experimental design can improve students'innovation ability and comprehension quality.[Conclusions]The platform has completed several rounds of service teaching and is open to the public online.After background information sorting and course feedback,the platform has been unanimously praised,which can significantly improve students'theoretical learning ability,innovation ability,and exploration consciousness.

synthetic aperture radarvirtual simulation experimental platformsignal processing

丁泽刚、李凌豪、李埔丞、吕林翰、史一鹏

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北京理工大学信息与电子学院雷达技术研究所,北京 100081

嵌入式实时信息处理技术北京市重点实验室,北京 100081

北京理工大学重庆创新中心,重庆 401135

合成孔径雷达 虚拟仿真实验平台 信号处理

北京理工大学教育教学改革重点项目(2021)

2021CGJG004

2024

实验技术与管理
清华大学

实验技术与管理

CSTPCD北大核心
影响因子:1.651
ISSN:1002-4956
年,卷(期):2024.41(1)
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