Digital Signal Processing (10003.2)
|Available teaching periods||Delivery mode||Location|
|View teaching periods|| On-Campus
|| UC - Canberra, Bruce
|0.125||3||Faculty Of Science And Technology|
|Discipline||Study level||HECS Bands|
|Academic Program Area - Technology||Level 3 - Undergraduate Advanced Unit|| Band 2 2021 (Commenced After 1 Jan 2021)
Band 3 2021 (Commenced Before 1 Jan 2021)
Learning outcomesOn successful completion of the unit, students will be able to:
1. Explain the fundamental theories of digital signal processing;
2. Design and implement finite and infinite impulse response filters;
3. Construct low-pass, band-pass, and high-pass filters to solve signal processing problems;
4. Apply the concepts of spectrum analysis to periodic and non-periodic signals;
5. Explain Laplace transform, z-transform and discrete Fourier transform and their application in signal analysis; and
6. Develop digital signal processing systems using contemporary software and hardware techniques.
Graduate attributes1. UC graduates are professional - communicate effectively
1. UC graduates are professional - display initiative and drive, and use their organisation skills to plan and manage their workload
1. UC graduates are professional - employ up-to-date and relevant knowledge and skills
1. UC graduates are professional - take pride in their professional and personal integrity
2. UC graduates are global citizens - make creative use of technology in their learning and professional lives
3. UC graduates are lifelong learners - adapt to complexity, ambiguity and change by being flexible and keen to engage with new ideas
3. UC graduates are lifelong learners - evaluate and adopt new technology
3. UC graduates are lifelong learners - reflect on their own practice, updating and adapting their knowledge and skills for continual professional and academic development
Prerequisites8235 Signals and Systems.
- 10095 Digital Signal Processing G.
|Year||Location||Teaching period||Teaching start date||Delivery mode||Unit convener|
|2021||UC - Canberra, Bruce||Semester 1||08 February 2021||On-Campus||Dr Maryam Ghahramani|
|2022||UC - Canberra, Bruce||Semester 1||07 February 2022||On-Campus||Dr Maryam Ghahramani|
We will not follow any text book chapter by chapter. The books mentioned below are for reference and further reading to develop a thorough understanding of the material.
Digital Signal Processing by Oppenheim, Alan V., and Ronald W. Schafer. Prentice Hall, 1975. ISBN: 9780132146357.
DSP First: A Multimedia Approach by James H. McClellan, Ronald W. Schafer, Mark A. Yoder
Signal Processing for Communications by Paolo Prandoni and Martin Vetterli
Submission of assessment items
Extensions & Late submissions
The lab report and the research paper will need to adhere to a particular format as specified on the unit's Canvas site and submitted electronically via Canvas.
Special assessment requirements
To obtain a particular grade in this unit, it is necessary that there are no outstanding submissions at the end of week 14. The unit convener reserves the right to question students orally on any of their submitted work.
All assessment items will receive a numerical mark. The final grade will be determined as a weighted average of the individual assessment items.
To be awarded a particular grade in DSP, students must meet the overall requirements, indvidual requirments for each assessment item, and the exam requirements set out in the table below. All grades are conditional upon the following minimum requirements:¿
- Minimum 50% in the final assignment.
Minimum 50% of combined weighted marks of all assessment items
Minimum 65% of combined weighted marks of all assessment items
Minimum 75% of combined weighted marks of all assessment items
Minimum 85% of combined weighted marks of all assessment items
The unit convener reserves the right to question students orally on any of their submitted work.
Expected Average Student Workload: * denotes an assessable item
- Lectures: 12 x 2h =24h
- Tutorials / Computer labs: 12 x 1h =12h
- Preparation (lectures, tutorials, computer labs, reading) 12 x 3h =36h
- * Lab Report =20h
- * Mid-semester Assignment =20h
- * Research Paper =28h
- * Final Assessment =10h
Total 150 hours
To get the most out of unit, students are highly recommended to actively participate in the lectures as well as the tutorials.
Required IT skills
Basic Programming Skills in Matlab.
Students might consider purchasing refrence textbooks which can cost $100-$400, depending upon the condition of the book (new, used) and number of refrence books.
One of the refrence text books is freely available on authors webpage. The link to the page will be posted on unit's moodle website.
Work placement, internships or practicums