到達目標
The scope of work is as follows:
・Theory to be covered:
a) Basic digital filtering theory (FIR, IIR) and digital filter design.
b) Basic adaptive filtering theory
c) Up sampling, Down sampling
・Hands-on section
a) Design and Implementation of FIR and IIR digital filter
b) Design and Implementation of Adaptive digital filter
c) Design of UP/Down sampling filters
ルーブリック
| Ideal Level | Standard Level | Unacceptable Level |
| Achievement 1 | Can design/implement an effective FIR/IIR filter. | Can design simple FIR/IIR filters. | Need to study how to design simple FIR/IIR filters |
| Achievement 2 | Can design/implement an adaptive digital filter for noise cancellation. | Can design adaptive digital filters.. | Need to study how to design adaptive digital filters |
| Achievement 3 | Can design up sampling/down sampling systems | Can explain what up sampling/down sampling systems are. | Need to study how up sampling/down sampling systems work. |
学科の到達目標項目との関係
教育方法等
概要:
Digital Signal Processing (DSP) is very popular to model or represent the state or behaviour of a physical systems. The objective of this course is to provide a basic introduction to the theory of DSP.
授業の進め方・方法:
This course is conducted in English and all participants are allow to use English during classes. Participants will be requested to design digital filters as necessary, and they have to bring own PC to do simulation.
注意点:
Students are to do self-study for at least 30 hours per 1 credit.
授業の属性・履修上の区分
授業計画
|
|
週 |
授業内容 |
週ごとの到達目標 |
| 後期 |
| 3rdQ |
| 1週 |
Fundamentals of Digital Signal Processing(1) |
Students will be able to understand basics of Digital Signal Processing,ADC (Quantisation and sampling; Aliasing; Anti-aliasing)
|
| 2週 |
Fundamentals of Digital Signal Processing(2) |
Same as above.
|
| 3週 |
Difference equations and Z transforms(1) |
Students will be able to understand Z transform.
|
| 4週 |
Difference equations and Z transforms(2) |
Same as above
|
| 5週 |
System model and its representation(1) |
Students will be able to understand how to model systems in differential equation and Z transform.
|
| 6週 |
System model and its representation(2) |
Same as above
|
| 7週 |
Fundamentals of Digital Filtering – FIR Filter |
Students will be able to understand basic FIR filter and design simple FIR filters.
|
| 8週 |
Designing FIR Digital Filter |
Students will be able to design FIR filters
|
| 4thQ |
| 9週 |
Fundamentals of Digital Filtering – IIR Filter |
Students will be able to understand basic FIR filter and design simple IIR filters.
|
| 10週 |
Designing IIR Digital Filter |
Students will be able to design IIR filters
|
| 11週 |
Fundamentals of Adaptive Filtering(1) |
Implement adaptive digital filter which cancels noise.
|
| 12週 |
Fundamentals of Adaptive Filtering(2) |
Same as above
|
| 13週 |
Up sampling and Down sampling |
Students will be able to understand upsampling and downsampling.
|
| 14週 |
Sub-band filtering |
Students will be able to design filter banks.
|
| 15週 |
Summery and feedback |
|
| 16週 |
|
|
評価割合
| Examination | Report | 合計 |
| 総合評価割合 | 0 | 100 | 100 |
| 基礎的能力 | 0 | 0 | 0 |
| 専門的能力 | 0 | 100 | 100 |
| 分野横断的能力 | 0 | 0 | 0 |