TRON08026 2020 Digital Signal Processing 2
Full Title
Digital Signal Processing 2
Transcript Title
Digital Signal Processing 2
Code
TRON08026
Attendance
N/A %
Subject Area
TRON - Electronics
Department
COEL - Computing & Electronic Eng
Level
08 - NFQ Level 8
Credit
05 - 05 Credits
Duration
Semester
Fee
€
Start Term
2020 - Full Academic Year 2020-21
End Term
9999 - The End of Time
Author(s)
Sean Mullery, Fergal Henry
Programme Membership
SG_EELEC_H08 202000 Bachelor of Engineering (Honours) in Electronics and Self Driving Technologies
Description
This module follows on from Digital Signal Processing 1. It develops a step by step guide on how to design a digital filter. Methods are specifically outlined how to design both FIR and IIR filters. Finally multirate signal processing is considered should a system need to process data at more than one sampling rate.
Learning Outcomes
On completion of this module the learner will/should be able to;
1.
Develop a framework for digital filter design.
2.
Choose when to use FIR or IIR filters.
3.
Calculate coefficients based on specifications for FIR filter designs.
4.
Convert an analogue filter into an equivalent digital IIR filter.
5.
Design a multirate system to process data at more than one sampling rate.
Teaching and Learning Strategies
A weekly lecture will introduce students to the theory of the module.
Weekly lab assignments will encourage students to apply the theory to practical applications.
Module Assessment Strategies
A mid-term written exam will take place.
Students will write a written report based on FIR filter design lab assignments.
Students will give a Powerpoint presentation based on IIR filter design lab assignments.
Students will sit an end of term written exam.
Repeat Assessments
A repeat final written exam will take place in Autumn.
Module Dependencies
Prerequisites
TRON07033 202000 Digital Signal Processing 1
Indicative Syllabus
1. Introduction to digital filter design: Digital filters. Finite impulse response (FIR) filters. Infinite impulse response (IIR) filters. Selecting which filter type to use. Filter design steps. Examples of digital filters.
2. Design of FIR digital filters: Key characteristic features of FIR filters. Linear phase response. Types of linear phase FIR filters. FIR filter design. FIR filter specifications. FIR coefficient calculation methods. FIR implementation techniques. Design example of FIR filter. Application examples of FIR filters.
3. Design of IIR digital filters: Basic features of IIR filters. Design stages for digital IIR filters. Specification for IIR filters. Co-efficient calculation methods for IIR filters. Implementation of IIR filters. Design example of IIR filter. Application examples of IIR filters.
4. Multirate digital signal processing: Introduction to multirate signal processing. Concepts of multirate signal processing. Design of a practical sampling rate converter. Software implementation of decimators and interpolators. Practical applications of multirate digital signal processing.
Coursework & Assessment Breakdown
Coursework & Continuous Assessment
40 %
End of Semester / Year Formal Exam
60 %
Coursework Assessment
| Title | Type | Form | Percent | Week | Learning Outcomes Assessed | |
|---|---|---|---|---|---|---|
| 1 | Written Exam | Coursework Assessment | Closed Book Exam | 20 % | Week 7 | 1,2,3 |
| 2 | Assignment on FIR filter design | Coursework Assessment | Written Report/Essay | 10 % | OnGoing | 3 |
| 3 | Presentation on IIR filter design | Coursework Assessment | Assignment | 10 % | OnGoing | 4 |
End of Semester / Year Assessment
| Title | Type | Form | Percent | Week | Learning Outcomes Assessed | |
|---|---|---|---|---|---|---|
| 1 | Written Exam | Final Exam | Closed Book Exam | 60 % | End of Semester | 1,2,3,4,5 |
Full Time Mode Workload
| Type | Location | Description | Hours | Frequency | Avg Workload |
|---|---|---|---|---|---|
| Lecture | Lecture Theatre | Lecture | 2 | Weekly | 2.00 |
| Practical / Laboratory | Engineering Laboratory | Laboratory Practical | 2 | Weekly | 2.00 |
| Independent Learning | Not Specified | Independent Learning | 3 | Weekly | 3.00 |
Total Full Time Average Weekly Learner Contact Time 4.00 Hours
Online Learning Mode Workload
| Type | Location | Description | Hours | Frequency | Avg Workload |
|---|---|---|---|---|---|
| Lecture | Online | Lecture | 1 | Weekly | 1.00 |
| Practical / Laboratory | Online | Laboratory Practical | 1 | Weekly | 1.00 |
| Independent Learning | Online | Independent Learning | 5 | Weekly | 5.00 |
Total Online Learning Average Weekly Learner Contact Time 2.00 Hours
Required & Recommended Book List
Required Reading
2002 Digital Signal Processing Pearson Education
ISBN 0201596199 ISBN-13 9780201596199
2002 Digital Signal Processing Pearson Education
ISBN 0201596199 ISBN-13 9780201596199
Modern coverage of the fundamentals, implementation and applications of digital signal processing techniques from a practical point of view. The past ten years has seen a significant growth in DSP applications throughout all areas of technology and this growth is expected well into the next millennium. This successful textbook covers most aspects of DSP found in undergraduate electrical, electronic or communications engineering courses. Unlike many other texts, it also covers a number of DSP techniques which are of particular relevance to industry such as adaptive filtering and multirate processing. The emphasis throughout the book is on the practical aspects of DSP.
Required Reading
1999-11-01 Introductory Digital Signal Processing with Computer Applications, SOL 2 Rev t/a Wiley
ISBN 0471979848 ISBN-13 9780471979845
1999-11-01 Introductory Digital Signal Processing with Computer Applications, SOL 2 Rev t/a Wiley
ISBN 0471979848 ISBN-13 9780471979845
Digital signal processing has progressed rapidly from a specialist research topic to one with practical applications in many disciplines, including branches of engineering and science which involve data acquisition, such as meterology, physics and information systems. This book aims to provide students with an introductory, one-term course in the subject, using a considerable number of computer programmes to illustrate the text. A number of worked examples have been included in order to illustrate and develop important ideas and design techniques. Problems designed to test and consolidate work already undertaken are supplied at the end of each chapter, and selected answers are given at the end of the book.