Overview
Review of linear systems, vector spaces, orthogonality, eigenvalues and eigenvectors, linear transformations. Continuous and discrete time signals, unit impulse and unit step signals, impulse response, step response, linear time invariant (LTI) systems, convolution, correlation, system transfer function, frequency response, Fourier transform, DFT (Discrete Fourier Transform), Periodic signals, Fourier series, Nyquist … For more content click the Read More button below.
Topic availabilities
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Tuition pattern
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Aims
This topic aims to introduce the concepts and theories of linear algebra and signal analysis and their application to engineering systems.
Learning outcomes
On completion of this topic you will be expected to be able to:
1.
Understand Linear Algebra and Signal Analysis from a Mathematical perspective
2.
Be able to apply Linear Algebra and Signal Analysis to Engineering problems
3.
Be able to model and analyse systems in areas like signal processing, control systems, and communications by applying the theoretical tools and methods they have learned from TLO 1 and 2.
Assessments
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Current students should refer to FLO for detailed assessment information, including due dates. Assessment information is accurate at the time of publishing.
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Requisites information
Pre-requisites:
Anti-requisites: