授業の目的 【日本語】
Goals of the Course(JPN) | | |
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授業の目的 【英語】
Goals of the Course | | | The purpose of this class is to deepen the understanding of the techniques that are necessary for data acquisition and analysis in experiments, and to obtain practical skills. The signal measurement of voltage / current etc. in the experiment is important for the electrical engineering, electronics, information and communication engineering. Students will be able to 1) understand the principle of the signal measurement method, 2) understand the evaluation method of the error on the signal measurement; and 3) process and analyze the measured data using software (LabVIEW and Scilab). |
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到達目標 【日本語】
Objectives of the Course(JPN)) | | |
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到達目標 【英語】
Objectives of the Course | | | The purpose of this class is to deepen the understanding of the techniques that are necessary for data acquisition and analysis in experiments, and to obtain practical skills. The signal measurement of voltage / current etc. in the experiment is important for the electrical engineering, electronics, information and communication engineering. Students will be able to 1) understand the principle of the signal measurement method, 2) understand the evaluation method of the error on the signal measurement; and 3) process and analyze the measured data using software (LabVIEW and Scilab). |
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バックグラウンドとなる科目【日本語】
Prerequisite Subjects | | |
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バックグラウンドとなる科目【英語】
Prerequisite Subjects | | | electromagnetics, electric circuits, electronics circuits, mathematics1 & 2, programming, probability / statistics |
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授業の内容【日本語】
Course Content | | |
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授業の内容【英語】
Course Content | | 1. Signal measurement
1.1 Measuring instrument definition and specification
1.2 Basics of circuit design
1.3 Voltage measurement, current measurement, resistance measurement
1.4 Error source in measurement
1.5 Configuration of PC-based instrument
1.6 Collection and programming of experiment data
2. Data analysis
2.1 Statistical analysis (error, least-square fitting, basic statistics and test)
2.2 Time series analysis (FT, FFT, WT, transfer function, chaos)
2.3 Correlation analysis (autocorrelation, cross-correlation)
2.4 Spectral analysis (fourier analysis, fourier transform, spectral density function)
2.5 Simulation · Observation Experimental Data Analysis (Basic)
2.6 Simulation / Observation Experimental Data Analysis (Application)
Procedures of online lectures and exercises
・The documents of the online lectures and exercises will be uploaded onto the TACT by the dates shown in the seminar.
・Please take these online lectures and exercises, and submit your report by the dates shown in the seminar. Students are considered to have taken the lectures and exercises by submitting the report. |
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成績評価の方法と基準【日本語】
Course Evaluation Method and Criteria | | |
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成績評価の方法と基準【英語】
Course Evaluation Method and Criteria | | Evaluate the target achievement level by comprehensively summarizing the presentation content of the seminar, the degree of understanding of the lecture, and the analysis result report of the exercise. Pass score of 60 points or more with 100 full marks.
Grading by Exercises and Reports.
(enrolled student after 2020.4)
A+:100-95, A:94-85, B:84-75, C:74-65, C-:65-60, F: 59
(enrolled student after 2011.4)
S:100-90, A:89-80, B:79-70, C:69-60, F:59- |
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履修条件・注意事項【日本語】
Course Prerequisites / Notes | | |
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履修条件・注意事項【英語】
Course Prerequisites / Notes | | Students have to register for "Theory of Data Analysis and Processing" on TACT by 9:00am, 10th April.
This course limits the number of students.
■How to find "Theory of Data Analysis and Processing" on TACT
1. Login to TACT
2. Click the "Membership" from Home menu.
3. Press the "Available Sites" button to display a list of work sites that you can register.
Use the search window to find work sites "Theory of Data Analysis and Processing" if necessary. |
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教科書【日本語】
Textbook | | |
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教科書【英語】
Textbook | | ・"Low Level Measurements Handbook (6th Ed.), Keithley" and data analysis prints will be distributed.
・"Atarashii Gosa-Ron (in Japanese)" by K. Yoshizawa (Kyoritsu)
・"Spectral Analysis (in Japanese)" by M. Hino (Asakura)
・"Random Data: Analysis and Measurement Procedures" by J. S. Bendat and A. G. Piersol (John Wiley and Sons) |
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参考書【日本語】
Reference Book | | |
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参考書【英語】
Reference Book | | | LabView Programming Guide ASCII |
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授業時間外学習の指示【日本語】
Self-directed Learning Outside Course Hours | | |
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授業時間外学習の指示【英語】
Self-directed Learning Outside Course Hours | | | This course will expect preparing and submitting report on lectures’ content outside class hours. |
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使用言語【英語】
Language used | | |
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使用言語【日本語】
Language used | | |
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授業開講形態等【日本語】
Lecture format, etc. | | |
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授業開講形態等【英語】
Lecture format, etc. | | | Lectures will be given face-to-face basically, but if necessary, remotely (zoom or on-demand via TACT). |
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遠隔授業（オンデマンド型）で行う場合の追加措置【日本語】
Additional measures for remote class (on-demand class) | | |
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遠隔授業（オンデマンド型）で行う場合の追加措置【英語】
Additional measures for remote class (on-demand class) | | ・Contacting Faculty: Questions are received during or after class time and via TACT messenger.
・Discussions among students about the class should be via TACT messenger. |
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