Teaching Responsibility
LJMU Schools involved in Delivery:
LJMU Partner Taught
Learning Methods
Lecture
Practical
Module Offerings
6501ELEMM-APR-PAR
Aims
This module is intended to provide students with a good appreciation of the mathematical concepts necessary to apply digital signal and image processing algorithms to a range of engineering problems.
Module Content
Outline Syllabus:Signals and Systems - Foundations, Architecture Requirements and Characteristics
Use of MATLAB
Fundamentals – Linear Systems, Convolution and Properties of Convolution
Transforms – Fourier: CTFT, DTFT, DFT, FFT; Laplace and Z-transforms
Digital Filters - Basic Concepts
Finite Impulse Response filters (FIR) - Design, Fourier Series Approximation
Analogue Prototypes - Butterworth, Chebyshev, Elliptic; Analogue-To-Analogue Transforms
Infinite Impulse Response filters (IIR) - Design, Bilinear, Impulse Invariant Transforms
Digital Filters - Implementation, Algorithms & Finite Word Effects
ADCs & DACs - Sample and Hold, Antialiasing
Multirate Signal Processing – Interpolation and Decimation
Time Frequency Analysis – Short term Fourier series, Wavelets, Filter-Banks
2D Signal Processing – Representation of images, image compression, 2D transforms
Additional Information:This module will provide students with a sound grasp of the theory and applications of modern signal and image processing.
Assessments
Exam
Report