NCHU Course Outline
Course Name (中) 訊號處理與線性系統分析(6766)
(Eng.) Signal Processing and Linear System Analysis
Offering Dept Department of Civil Engineering
Course Type Elective Credits 3 Teacher Shieh-Kung Huang
Department Department of Civil Engineering/Graduate Language English Semester 2024-FALL
Course Description 本課程針對土木工程適用之訊號處理與線性系統分析進行介紹,授課重點首先介紹連續時間與離散時間訊號與系統,課程內容涵蓋頻率域分析、時間域分析與時頻域分析三大部分,並在學期末介紹土木工程相關的應用,尤其關於結構監測與控制相關之應用。
This course focuses on the introduction of signal processing and linear system analysis related to the civil engineering field. The scopes of this course include continuous-time and discrete-time signals and systems. Moreover, the lectures range from frequency-domain analysis, time-domain analysis, and time-frequency-domain analysis. In the end of the semester, the contents cover the related application in the field of civil engineering, especially focusing on structural monitoring and structural control.
Prerequisites
self-directed learning in the course Y
Relevance of Course Objectives and Core Learning Outcomes(%) Teaching and Assessment Methods for Course Objectives
Course Objectives Competency Indicators Ratio(%) Teaching Methods Assessment Methods

1.Capability in computation and analysis for civil engineering theory
2.Capability in analysis, evaluation, design, and implementation for civil engineering practices
3.Capability in project management, communication, team work, and problem-solving
4.Acknowledgements in contemporary issues, societal responsibilities, engineering ethics, and continuing learning for civil engineers
5.Professional knowledge in structural engineering, hydraulic engineering, geotechnical engineering, geomatics, construction management, hazard mitigation, and sustainable engineering
6.Capability in the initiation and fulfillment of research proposals and writing professional theses
30
30
10
10
10
20
topic Discussion/Production
Networking/Distance Education
Discussion
Lecturing
Written Presentation
Attendance
Oral Presentation
Assignment
Course Content and Homework/Schedule/Tests Schedule
Week Course Content
Week 1 Introduction of Signals and System
Week 2 Continuous-Time and Discrete-Time Signals and Systems
Week 3 Frequency-Domain Analysis: The Fourier Transform
Week 4 Frequency-Domain Analysis: The Fourier Transform
Week 5 Sampling of Signals
Week 6 Introduction of Filter
Week 7 Time–Frequency Analysis: Short-time Fourier Transform
Week 8 Mid-term
Week 9 Wavelet Transform
Week 10 Wavelet Transform
Week 11 Time Domain Analysis: Singular Spectrum Analysis
Week 12 Time Domain Analysis: Singular Spectrum Analysis
Week 13 Hilbert Huang Transform
Week 14 State-Space Analysis
Week 15 State-Space Analysis
Week 16 Engineering Application I
Week 17 Engineering Application II
Week 18 Final Term
Evaluation
Homework and Quiz
Midterm Project
Final Project
Textbook & other References
To be determined
Teaching Aids & Teacher's Website
http://www.ce.nchu.edu.tw/un_index.asp?url=42&cno=1&tno=51
Office Hours
Wednesday 2:00 – 4:00, or by appointment
Sustainable Development Goals, SDGs
08.Decent Work and Economic Growth   09.Industry, Innovation and Infrastructure   11.Sustainable Cities and Communitiesinclude experience courses:Y
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Update Date, year/month/day:2024/07/10 09:58:06 Printed Date, year/month/day:2024 / 10 / 13
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