教學大綱與進度

課程基本資料：

學年期	課號	課程名稱	階段	學分	時數	修	教師	班級	人	撤	備註
112-1	323688	合成孔徑雷達成像	1	3.0	3	★	古瓊昇	電機所 電資外生所	8	0	電機所和電資外生所合開

教學大綱與進度：

教師姓名	古瓊昇　教師諮商時間(Office Hours)
Email	johnsonku@ntut.edu.tw
最後更新時間	2023-09-13 21:57:59
課程大綱	合成孔徑雷達（Synthetic Aperture Radar, SAR）教學大綱： 本課程會涵蓋合成孔徑雷達的基礎概念包含合成孔徑雷達的工作原理、優點和限制。從雷達原理中徑向速度（Doppler effect）、干涉原理、傅里葉變換（Fourier transform）等。而後講述合成孔徑雷達成像：合成孔徑成像原理、像元大小、分辨率、空間分布等。然後在演示合成孔徑雷達信號處理，包含合成孔徑信號處理流程、頻域和時域信號處理方法、多重投影技術、資料處理技巧等。說明合成孔徑雷達應用：合成孔徑雷達在海洋、陸地、大氣和環境等領域的應用。另外上機實作：使用合成孔徑雷達模擬軟計分析軟體進行演示，實現合成孔徑雷達的成像和信號處理。 I. Introduction to Synthetic Aperture Radar (SAR) Definition and history of SAR Overview of SAR imaging principle Advantages and disadvantages of SAR compared to other remote sensing techniques II. SAR Signal Processing Radar equation and range resolution Pulse compression techniques SAR imaging algorithms (Chirp scaling, Range-Doppler, Spotlight SAR) III. SAR Interferometry Definition and principles of SAR interferometry Differential Interferometric SAR (DInSAR) Persistent Scatterer Interferometry (PSI) IV. Polarimetric SAR Definition and principles of polarimetric SAR Polarimetric decomposition techniques (H/A/Alpha, Freeman-Durden) Applications of polarimetric SAR V. SAR Tomography Definition and principles of SAR tomography Tomographic SAR imaging algorithms Applications of SAR tomography VI. SAR Imaging Modes Stripmap SAR ScanSAR Spotlight SAR ScanSAR Tomography VII. SAR Data Processing SAR data format and standards SAR data calibration and correction SAR data visualization and analysis VIII. SAR Applications Earth observation and remote sensing Geology and geophysics Agriculture and forestry Emergency response and disaster management IX. Conclusion Recap of key concepts and SAR techniques Discussion of future trends in SAR research and development Preparing for a career in SAR and remote sensing.
課程進度	Week 1-2: Introduction to Synthetic Aperture Radar (SAR) Definition and history of SAR Overview of SAR imaging principle Advantages and disadvantages of SAR compared to other remote sensing techniques Week 3-4: SAR Signal Processing Radar equation and range resolution Pulse compression techniques SAR imaging algorithms (Chirp scaling, Range-Doppler, Spotlight SAR) Week 5-6: SAR Interferometry Definition and principles of SAR interferometry Differential Interferometric SAR (DInSAR) Persistent Scatterer Interferometry (PSI) Week 7-8: Polarimetric SAR Definition and principles of polarimetric SAR Polarimetric decomposition techniques (H/A/Alpha, Freeman-Durden) Applications of polarimetric SAR Week 9-10: SAR Tomography Definition and principles of SAR tomography Tomographic SAR imaging algorithms Applications of SAR tomography Week 11-12: SAR Imaging Modes Stripmap SAR ScanSAR Spotlight SAR ScanSAR Tomography Week 13-14: SAR Data Processing SAR data format and standards SAR data calibration and correction SAR data visualization and analysis Week 15-16: SAR Applications Earth observation and remote sensing Geology and geophysics Agriculture and forestry Emergency response and disaster management Week 17-18: Conclusion Recap of key concepts and SAR techniques Discussion of future trends in SAR research and development Preparing for a career in SAR and remote sensing.
評量方式與標準	Interim report 30% Final report 30% Assignment 40%
使用教材、參考書目或其他	【遵守智慧財產權觀念，請使用正版教科書，不得使用非法影印教科書】 使用外文原文書：是 Ian G. Cumming, Frank H. Wong, "Digital Processing of Synthetic Aperture Radar Data: Algorithms and Implementation," Artech House Print on Demand, January 1, 2005
課程諮詢管道	Office hour or making an appointment by email
課程對應SDGs指標
課程是否導入AI
備註	Due to the Building 2. still underconstruction, the class will be presented in Google meet for next three weeks. Please login following website at 9:00 am on 9/14 https://meet.google.com/ujp-upkp-phr