The first objective is to introduce the concept of digital filter specifications and approximation of achieving the designed filter performance for various
types of digital filters. The second objective is spectrum analysis for both
deterministic and random signals. It will discuss how to use Fourier
transform to obtain the signal information in the frequency domain and to
understand the transform outputs. Power spectrum estimation will also be
taught for tackling random signals.
This course is part of:
- Graduate Certificate in Signal and Media Processing
- FlexiMasters in Signal and Media Processing
The learner will be able to design the desired digital filters with proper performance at the minimized computational complexity. The frequency
domain information can be utilized for better understanding and using the features of both deterministic and random signals in various applications.
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 filtering and in analyzing any kind of signal.
Standard Course Fee: S$1,620
SSG Funding Support
Course fee payable after SSG funding, if eligible under various schemes
Fee BEFORE funding & GST
Fee AFTER funding & 8% GST
Singapore Citizens (SCs) and Permanent Residents (PRs) (Up to 70% funding)
Enhanced Training Support for SMEs (ETSS)
SCs aged ≥ 40 years old
• 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|
|CET731 Multirate Digital Signal Processing||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.