Course Syllabus

Course Information：

Year-Semester	Course Number	Course Name	Phase	Credits	Hours	Required/Elective	Instructor	Class	Student NO.	Withdraw	Note
Fall Semester Year 2026	362209	Measurement and Signal Processing	1	3.0	3	★	Belkner Johannes	4ME2A 4ME2B	63	0	機械二合開

Course Plan：

Instructor	Belkner Johannes　Office Hours
Email	jobelk@ntut.edu.tw
Last Updated	2026-08-19 15:23:35
Course Objective	Students will first learn about the fundamentals of signals and their transducing in various applications. The class will give an overview of different measurement systems and examine their working principles. Through exercises, students will be enabled to analyze and build basic measurements systems for data acquisition. The class is taught in English and all student assignments will be required to be in English.
Course Schedule (Week 1-16)	1. Course overview, Signal and measurement fundamental terms 2. Transducers 3. Sig. Proc. 1: Analog Processing 4. Sig. Proc. 2: Analog Processing 2 / Exercise + Assignment 1 5. Sig. Proc. 3: Fourier Transform / Exercise + Assignment 2 6. Sig. Proc. 4: Digital processing 7. Sig. Proc. 5: AI for digital processing / Exercise + Assignment 3 8. Meas. Systems 1: Electrical quantities 9. Meas. Systems 2: Light 10. Meas. Systems 3: Geometrical 11. Meas. Systems 4: Movement 12. Exercise + Assignment 4 13. Meas. Systems 5: Force 14. Meas. Systems 6: Flow, Chemical 15. Meas. Systems 7: Environmental 16. Final Exam
Flexible Learning (Week 17-18)	Category ● 學生分組實作及討論(Student group practice and discussion) ● 遠距教學(Distance learning) Content Online in NTUT i-School: 17: Sensor Fusion Problems + Assignments of group task 18: Presentations (English) + Q&A Hours 6 Learning Outcomes Learning of practical methods to fuse signals of different sensors. Additionally improve confidence of students to hold presentations in English. Assessment Percentage 10% to total mark
Evaluation and grading policy	1. Active participation (e.g. respond to teacher, asking a relevant question): 10% + 2. Assignments 2 out of 4: 40% + 3. Final exam: 40% + 4. Flexible learning assignment: 10% = total mark
Materials	All right reserved. Do not reproduce without permission. Foreign-language textbooks:Yes For further reading: 1.Alexander W. Koch “Measurement and Sensor Systems“ 2. Thomas A. Hughes “Measurement and Control Basics” 3. The free good practice guides from the NPL UK: https://www.npl.co.uk/resources/gpgs
The access to curricular consultation	Via E-Mail or in person office Hour: Mondays 16:00-17:30 (please write E-Mail first).
Expanding teaching and resources	● 數位教材資源應用 (Application of Digital Resources) 採用影音多媒體或具開放授權之資源（如OCW、開放教科書）作為主要或輔助教材。 Adopts multimedia or open-licensed resources (e.g., OCW, Open Textbooks) as primary or supplementary teaching materials.
The course corresponds to the SDGs	SDG4：優質教育（Quality Education） SDG9：產業創新與基礎設施（Industry, Innovation and Infrastructure） SDG11：永續城市與社區（Sustainable Cities and Communities） SDG12：負責任的消費與生產（Responsible Consumption and Production）
Does the course incorporate AI	● 使用生成式AI作為教學過程的輔助工具（Use generative AI tools as an aid to the teaching process） ● 簡單介紹AI的基本概念（Briefly introduce the basic concept of AI）
Note	For full experience: mobile computer required for exercises. Find learning partner if no laptop available.