ELEC 7005 Advanced Signal Processing

Credit Points 10

Legacy Code 300596

Coordinator Ju Zou Opens in new window

Description This unit covers the principles and techniques in signal processing. The subject matter includes advanced topics in discrete-time signals and systems, the z-transform and its applications in signal processing, advanced topics in the sampling of continuous-time signals, FIR and IIR filter design, filter structures, and the discrete Fourier transform and its computation. Students develop skills of analysing and designing digital signal processing systems.

School Eng, Design & Built Env

Student Contribution Band HECS Band 2 10cp

Check your HECS Band contribution amount via the Fees page.

Level Postgraduate Coursework Level 7 subject

Equivalent Subjects LGYA 5840 - Signal Processing 1

Restrictions Students must be enrolled in a postgraduate program

Assumed Knowledge

Engineering mathematics, circuit theory, signals and systems.

Learning Outcomes

On successful completion of this subject, students should be able to:
  1. Analyse discrete-time signals and systems mathematically;
  2. Explain the z-transform and its applications in signal processing mathematically;
  3. Explain the sampling of continuous-time signals mathematically;
  4. Design FIR and IIR filters;
  5. Analyse filter structures mathematically;
  6. Explain the discrete Fourier transform mathematically and apply it to signal processing.

Subject Content

Advanced topics in discrete-time signals and systems
The z-transform and its applications in signal processing
Advanced topics in the sampling of continuous-time signals
FIR and IIR filter design
Filter structures
The discrete Fourier transform and its computation

Assessment

The following table summarises the standard assessment tasks for this subject. Please note this is a guide only. Assessment tasks are regularly updated, where there is a difference your Learning Guide takes precedence.

Item Length Percent Threshold Individual/Group Task
Three laboratory 5 pages each 20 N Individual
Mid-Semester Test 1.5 hours 30 N Individual
Final examination 2 hour 50 N Individual

Prescribed Texts

  • Oppenheim, AV & Schafer, RW 2010, Discrete-time signal processing, 3rd edn, Pearson, Upper Saddle River, NJ.

Teaching Periods

2022 Semester 2

Parramatta City - Macquarie St

Day

Subject Contact Ju Zou Opens in new window

Attendance Requirements 80% attendance rate is imposed in all core subjects’ due to the nature of class activities that are aligned with subject assessments.

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