Prerequisite/Recommended prerequisite for participation in the module

Content, progress and pedagogy of the module

Learning objectives

Knowledge

Have an understanding of

• Time series and discrete systems
• Difference equations
• Linear time-invariant (LTI) systems
• Eigenfunctions of LTI systems
• Frequency response of LTI systems
• Discrete-time Fourier transform (DTFT) and its properties
• Discrete Fourier transform (DFT and FFT) and its properties
• Sampling, aliasing, signal reconstruction, ADC, DAC
• z-transform and its properties, inverse z-transform
• Convolution
• LTI systems with generalized linear phase
• Minimum phase systems

Skills

• Be able to use the above mentioned mathematical methods to design linear time-invariant (LTI) systems for spectral analysis of real signals.

Type of instruction

Lectures and problem solving

Exam

Exams