Course title |
Adjustment and Analysis of Spatial Information |
Semester |
109-1 |
Designated for |
COLLEGE OF ENGINEERING GRADUATE INSTITUTE OF CIVIL ENGINEERING,SURVEYING AND GEOSPATIAL ENGINEERING DIVISION |
Instructor |
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Curriculum Number |
CIE7152 |
Curriculum Identity Number |
521 M7410 |
Class |
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Credits |
3.0 |
Full/Half Yr. |
Half |
Required/ Elective |
Elective |
Time |
Thursday 6,7,8(13:20~16:20) |
Remarks |
The upper limit of the number of students: 24. |
Ceiba Web Server |
http://ceiba.ntu.edu.tw/1091CIE7152_ |
Course introduction video |
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Table of Core Capabilities and Curriculum Planning |
Table of Core Capabilities and Curriculum Planning |
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。 |
Course Requirement |
先修基礎課程: 測量學(一)、或然率與統計、工程數學(一)、(二) |
Student Workload (expected study time outside of class per week) |
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Office Hours |
Note: Tuesdays 15:10-16:30 or by appointment |
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 |
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Week |
Date |
Topic |
第01週 |
09/17 |
Introduction |
第02週 |
09/24 |
Review of Statistical Concepts and Linear Algebra |
第03週 |
10/1 |
No Class!
Moon Festival! |
第04週 |
10/8 |
Least Squares Fundamentals (Observations Only) |
第05週 |
10/15 |
Least Squares Fundamentals (Indirect Observations) |
第06週 |
10/22 |
Principal of Covariance Propagation |
第07週 |
10/29 |
Non-linearity, Linearization, and Iteration Procedure |
第08週 |
11/5 |
General Least Squares Adjustment |
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 |
第12週 |
12/3 |
Midterm Exam |
第13週 |
12/10 |
Unified Approach to Least Squares & Constraints |
第14週 |
12/17 |
Unified Approach to Least Squares & Constraints |
第15週 |
12/24 |
Unified Approach to Least Squares & Constraints |
第16週 |
12/31 |
Unified Approach to Least Squares & Non-linearity |
第17週 |
1/7 |
Final Report |
第18週 |
1/14 |
No Class |