到達目標
The scope of work is as follows:
2.1 Theory to be covered:
a) basic digital filtering theory (FIR, IIR) and MATLAB based digital filter design. b) basic adaptive filtering theory
b) introduction to SYS/BIOS and DMA
2.2 Hands-on section with EVMDM6437 DSP platform
a) Investigation of the anti-aliasing filter of a DSP system
b) Design and Implementation of Real-time Audio Equalizer based on SYS/BIOS + DMA
c) Design and Implementation of Real-time Adaptive Noise Cancellation System based on
SYS/BIOS + DMA
ルーブリック
| 理想的な到達レベルの目安 | 標準的な到達レベルの目安 | 未到達レベルの目安 |
Design and implementation of FIR filter | Can design/implemet an effective FIR fiter. | Can design simple FIR filters. | Cannnot design simple FIR filters |
Design and implementation of IIR filter | Can design/implemet an effective IIR fiter. | Can design simple IIR filters. | Cannnot design simple IIR filters |
Design and implementation of adaptive filter | Can design/implemet an adaptive digital filter for noise cancellation. | Can design adaptive digital filters.. | Cannnot design adaptive digital filters |
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 behavior 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 class is intensive course and will be held in Ngee Ann Polytechnic in Singapore.
注意点:
Students are requested to study at least 90 minutes a week by themselves.
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 |
Understand basic digital signal processing theory and solve basic problems.
|
2週 |
Lab 1 : Investigation of Anti- aliasing Filter in DSP System(1) |
Understand aim of anti-aliasing filter and confirm effect of anti-aliasing filter
|
3週 |
Lab 1 : Investigation of Anti- aliasing Filter in DSP System(2) |
Same as above
|
4週 |
Fundamentals of Digital Filtering – FIR Filter |
Understand basic FIR silter and desing simple FIR filters.
|
5週 |
Fundamentals of Digital Filtering – IIR Filter(1) |
Understand basic IIR silter and desing simple IIR filters.
|
6週 |
Fundamentals of Digital Filtering – IIR Filter(2) |
Same as above
|
7週 |
Fundamentals of Adaptive Filtering(1) |
Understand basic adaptive silter and desing simple adaptive filters.
|
8週 |
Fundamentals of Adaptive Filtering(2) |
Same as above
|
4thQ |
9週 |
Fundamentals of Adaptive Filtering(3) |
Same as above
|
10週 |
Introduction to SYS/BIOS |
Understand SYS/BIOS of EVMDM6437 and use the DSP board
|
11週 |
Lab 2 : Design and Implementation of Real-time Audio Equalizer(1) |
Implement digital filters on EVMDM6437 DSP
|
12週 |
Lab 2 : Design and Implementation of Real-time Audio Equalizer(2) |
Same as above
|
13週 |
Introduction to EDMA Engine |
Understand DMA of EVMDM6437 and execute Data processing with EDMA function.
|
14週 |
Lab 3 : Design and Implementation of Real-time Noise Cancellation System(1) |
Implement adaptive digital filter which cancels noise.
|
15週 |
Lab 3 : Design and Implementation of Real-time Noise Cancellation System(2) |
Same as above
|
16週 |
|
|
モデルコアカリキュラムの学習内容と到達目標
分類 | 分野 | 学習内容 | 学習内容の到達目標 | 到達レベル | 授業週 |
評価割合
| Lab及びレポート | 合計 |
総合評価割合 | 100 | 100 |
基礎的能力 | 0 | 0 |
専門的能力 | 100 | 100 |
分野横断的能力 | 0 | 0 |