/enri-thumbnails/careeropportunities1f0caf1c-a12d-479c-be7c-3c04e085c617.tmb-mega-menu.jpg?Culture=en&sfvrsn=d7261e3b_1)
/cradle-thumbnails/research-capabilities1516d0ba63aa44f0b4ee77a8c05263b2.tmb-mega-menu.jpg?Culture=en&sfvrsn=1bc94f8_1)
7e6fdc03-9018-4d08-9a98-8a21acbc37ba.tmb-mega-menu.jpg?Culture=en&sfvrsn=7deaf618_1)
Introduction
The objective of this course is to introduce multi-rate digital signal processing, which has been widely used in many practical applications such
as in image, audio and communications. The objective includes imparting
special attention for integration of sampling and filtering to achieve the
needed operations.
This course is part of:
- Graduate Certificate in Signal and Media Processing
- FlexiMasters in Signal and Media Processing
Download Learning Pathway E-Guide
Advanced concepts and implementation of sampling process and filtering, and spectrum analysis are introduced. Techniques combining these concepts and operations are discussed. Optimization in terms of accuracy performance and computational complexity is also conducted.
Various types of digital filters and their properties are discussed. Filter specifications for a particular application are explained. The methods of generating filter coefficients are also provided. For spectrum analysis, discrete Fourier transform is studied. Its computational complexity and limitations are to be discussed. For random signals, non-parametric approaches and eigen-analysis-based algorithms for power spectrum estimation will be covered.
For engineers who wish to upgrade their technical knowledge and skills in the area of digital signal processing, which can be used in the Infocomm industry to aid in resampling and in filterbank based decomposition of any kind of signal.
Standard Course Fee: S$1,635
SSG Funding Support | Course fee | Course fee payable after SSG funding, if eligible under various schemes | |
BEFORE funding & GST | AFTER funding & 9% GST | ||
Singapore Citizens (SCs) and Permanent Residents (PRs) (Up to 70% funding) | S$1,500 | S$490.50 | |
Enhanced Training Support for SMEs (ETSS) | S$190.50 | ||
SCs aged ≥ 40 years old | |||
- Standard course fee is inclusive of GST.
- NTU/NIE alumni may utilise their $1,600 Alumni Course Credits. Click here for more information.
| COURSE TITLE | ACADEMIC UNIT |
| CET700 Signal Space and Modulation | 1 |
| CET701 Error-Correction Coding | 1 |
| CET702 Spread-Spectrum Communication System | 1 |
| CET730 Digital Filter Design and Spectrum Analysis | 1 |
| CET732 Linear Prediction and Optimal Linear Filters | 1 |
| CET733 Digital Filter Implementation and Analog-Digital Conversion | 1 |
| CET734 General Purpose Digital Signal Processor | 1 |
| CET735 Algorithms and Architectures for Hardware and VLSI Signal Processing | 1 |
| CET736 Multimedia Compression and Processing | 1 |
| CET737 Multimedia Networking | 1 |
| CET738 Multimedia Systems and Applications | 1 |
| CET739 Image and Video Fundamentals | 1 |
| CET740 Image and Video Coding Principles | 1 |
| CET741 Image and Video Processing Techniques and Error Control | 1 |
Listed courses are:
- Credit-bearing and stackable to Graduate Certificate in Signal and Media Processing (total 9AUs) and FlexiMasters in Signal and Media Processing (total 15AUs)
- SSG funded and SkillsFuture Credit approved.
