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Course title |
Adjustment and Analysis of Spatial Information |
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Semester |
109-1 |
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Designated for |
COLLEGE OF ENGINEERING GRADUATE INSTITUTE OF CIVIL ENGINEERING,SURVEYING AND GEOSPATIAL ENGINEERING DIVISION |
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Instructor |
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Curriculum Number |
CIE7152 |
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Curriculum Identity Number |
521 M7410 |
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Class |
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Credits |
3.0 |
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Full/Half
Yr. |
Half |
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Required/
Elective |
Elective |
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Time |
Thursday 6,7,8(13:20~16:20) |
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Remarks |
The upper limit of the number of students: 24. |
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Ceiba Web Server |
http://ceiba.ntu.edu.tw/1091CIE7152_ |
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Course introduction video |
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Table of Core Capabilities and Curriculum Planning |
Table of Core Capabilities and Curriculum Planning |
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Course Syllabus
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Please respect the intellectual property rights of others and do not copy any of the course information without permission
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Course Description |
[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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Course Objective |
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。 |
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Course Requirement |
先修基礎課程: 測量學(一)、或然率與統計、工程數學(一)、(二) |
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Student Workload (Expected weekly study hours before and/or after class) |
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Office Hours |
Note: Tuesdays 15:10-16:30 or by appointment |
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Designated reading |
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References |
[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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Grading |
- NTU has not set an upper limit on the percentage of A+ grades.
- NTU uses a letter grade system for assessment. The grade percentage ranges and the single-subject grade conversion table in the NATIONAL TAIWAN UNIVERSITY Regulations Governing Academic Grading are for reference only. Instructors may adjust the percentage ranges according to the grade definitions. For more information, see the Assessment for Learning Section.
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Week |
Date |
Topic |
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第01週 |
09/17 |
Introduction |
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第02週 |
09/24 |
Review of Statistical Concepts and Linear Algebra |
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第03週 |
10/1 |
No Class!
Moon Festival! |
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第04週 |
10/8 |
Least Squares Fundamentals (Observations Only) |
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第05週 |
10/15 |
Least Squares Fundamentals (Indirect Observations) |
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第06週 |
10/22 |
Principal of Covariance Propagation |
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第07週 |
10/29 |
Non-linearity, Linearization, and Iteration Procedure |
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第08週 |
11/5 |
General Least Squares Adjustment |
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第09週 |
11/12 |
Adjustment with Constraints & Added Parameters
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第10週 |
11/19 |
Adjustment with Constraints & Added Parameters
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第11週 |
11/26 |
Adjustment with Constraints & Added Parameters |
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第12週 |
12/3 |
Midterm Exam |
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第13週 |
12/10 |
Unified Approach to Least Squares & Constraints |
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第14週 |
12/17 |
Unified Approach to Least Squares & Constraints |
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第15週 |
12/24 |
Unified Approach to Least Squares & Constraints |
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第16週 |
12/31 |
Unified Approach to Least Squares & Non-linearity |
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第17週 |
1/7 |
Final Report |
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第18週 |
1/14 |
No Class |