Course overview
This course builds upon foundational digital signal processing (DSP) knowledge and explores advanced DSP topics and applications. The course will cover topics such as discrete-time (DT) random processes, adaptive filtering, spectral estimation, DT filter implementation strategies, multi-rate signal processing and an introduction to multidimensional signal processing. Practical hands-on experience will be gained through computer labs and projects. This course is suitable for engineers with technical interests in sensor information processing, telecommunications and artificial intelligence.
Course learning outcomes
- Choose and apply suitable technique(s) to estimate the spectral density of discrete-time (DT) signals
- Formulate and solve adaptive filter problems, and implement solution for applications such as linear prediction, Wiener and least mean-square (LMS) filters
- Describe the concept of multi-rate signal processing and apply technique to solve problems requiring decimation and interpolation, multi-rate filters, and wavelet transforms
- Implement and critically evaluate DSP algorithms through completing computer-based experiments involving simulated and real data
Availability
Class details
Mawson Lakes
Class number 30399
Section LE01
Size 200
Available 200
Class number 24645
Section PR01
Size 20
Available 20
Class number 24646
Section WS01
Size 20
Available 20
Adelaide City Campus East
Class number 30398
Section LE01
Size 200
Available 200
Class number 24648
Section PR01
Size 30
Available 30
Class number 24647
Section PR02
Size 30
Available 30
Class number 24649
Section WS01
Size 60
Available 60
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The Student Contribution amount displayed below is for students commencing a new program from 2021 onwards. If you are continuing in a program you commenced prior to 1 January 2021, or are commencing an Honours degree relating to an undergraduate degree you commenced prior to 1 January 2021, you may be charged a different Student Contribution amount from the amount displayed below. Please check the Student Contribution bands for continuing students here. If you are an international student, or a domestic student studying in a full fee paying place, and are continuing study that you commenced in 2025 or earlier, your fees will be available here before enrolments open for 2026.