課程名稱 |
空間資訊平差處理與分析 ADJUSTMENT AND ANALYSIS OF SPATIAL INFORMATION |
開課學期 |
99-1 |
授課對象 |
工學院 大地工程組 |
授課教師 |
韓仁毓 |
課號 |
CIE7152 |
課程識別碼 |
521 M7410 |
班次 |
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學分 |
3 |
全/半年 |
半年 |
必/選修 |
選修 |
上課時間 |
星期四2,3,4(9:10~12:10) |
上課地點 |
綜204 |
備註 |
建議選修對象:大三以上及研究所
建議先修科目:測量學一、工程數學(一)(二) 總人數上限:20人 |
Ceiba 課程網頁 |
http://ceiba.ntu.edu.tw/991adj |
課程簡介影片 |
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核心能力關聯 |
核心能力與課程規劃關聯圖 |
課程大綱
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課程概述 |
[1] Introduction to Spatial Information
[2] Review of Statistical Concepts and Linear Algebra
[3] Least Squares Adjustments (Observations Only / Indirect Observations)
[4] Non-linearity, Linearization, and Iteration Procedure
[5] Principal of Covariance Propagation
[6] Data Snooping and Blunder Detection
[7] Statistical Post-Analysis of Adjustment Results
[8] Adjustment with Constraints & Added Parameters
[9] General Least Squares Adjustment
[10] Sequential Approach of Adjustment Computations
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課程目標 |
本課程主要於介紹空間觀測數據之處理與分析原理,包含最小二乘法參數估計原理、誤差傳播理論、觀測資料偵錯技巧、特殊平差處理模式以及後平差成果分析等。 |
課程要求 |
先修基礎課程: 測量學(一)、或然率與統計、工程數學(一)、(二) |
預期每週課後學習時數 |
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Office Hours |
備註: Tuesdays 15:10-16:30 or by appointment |
指定閱讀 |
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參考書目 |
[1] Ghilani CD (2010): Adjustment Computations: Spatial Data Anlysis, 5th Ed.
[2] Mikhail EM (1981): Analysis and Adjustment of Survey Measurements.
[3] Hsu R (2005): Adjustment treatments of surveying measurements.
[4] Harvey BR (1991): Practical Least Squares and Statistics for Surveyors.
[5] Caspary WF (1988): Concepts of Network and Deformation Analysis.
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評量方式 (僅供參考) |
No. |
項目 |
百分比 |
說明 |
1. |
Homework |
40% |
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2. |
Midterm Exam |
30% |
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3. |
Final Project |
30% |
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週次 |
日期 |
單元主題 |
第1週 |
9/16 |
Introduction |
第2週 |
9/23 |
Review of statistical concept & Linear Algebra |
第3週 |
9/30 |
LSQ fundamentals (Obs Only) |
第4週 |
10/07 |
LSQ fundamentals (Indirect Obs) |
第5週 |
10/14 |
Covariance propagation |
第6週 |
10/21 |
Nonlinear LSQ |
第7週 |
10/28 |
Nonlinear LSQ |
第8週 |
11/04 |
Post-adjustment analysis |
第9週 |
11/11 |
Midterm Exam / Data Snooping and Blunder Detection |
第01週 |
09/15 |
Introduction |
第02週 |
09/22 |
Review of Statistical Concept and Linear Algebra |
第10週 |
11/18 |
Adjustment with Constraints & Added Parameters |
第11週 |
11/25 |
Unified Least Squares Adjustment |
第12週 |
12/02 |
Unified Least Squares Adjustment |
第13週 |
12/09 |
Sequential Adjustment |
第14週 |
12/16 |
Sequential Adjustment |
第15週 |
12/23 |
Sequential Adjustment |
第16週 |
12/30 |
Unified Sequential Adjustment |
第17週 |
1/06 |
Final Project Presentation |