2020/21 Undergraduate Module Catalogue
SOEE2190 Time Series Analysis and Digital Signal Processing
10 creditsClass Size: 35
Module manager: Prof Jurgen Neuberg
Email: j.neuberg@leeds.ac.uk
Taught: Semester 1 (Sep to Jan) View Timetable
Year running 2020/21
Pre-requisite qualifications
One year of University mathematics for science, Fourier Series and Complex Numbers.Module replaces
EARS2190This module is not approved as a discovery module
Objectives
To provide the mathematical foundation for spectral analysis and filter theory as applied to the analysis of seismic and potential field data in applied and pure geophysics.Learning outcomes
At the end of this module students will be able to
-use digital filters in time and frequency domain,
-apply convolution and deconvolution to time series,
-understand the consequences of the digitisation process,
-plan and carry out a digital data acquisition process,
-analyse time and spatial data series.
Syllabus
The Fourier series, discrete Fourier transform and convolution theorem as applied to spectral analysis and filtering of geophysical data. Sampling theorem, aliasing and the Nyquist frequency. Bandpass filtering of seismograms. Autocorrelation and cross correlation. The z-transform deconvolution, 2D Fourier transforms and f-k filtering.
Teaching methods
Delivery type | Number | Length hours | Student hours |
Lecture | 16 | 1.00 | 16.00 |
Practical | 7 | 2.00 | 14.00 |
Private study hours | 70.00 | ||
Total Contact hours | 30.00 | ||
Total hours (100hr per 10 credits) | 100.00 |
Private study
Lecture reading at 3 hours per lecture (48 hours)7 computer exercises (14 hours)
8 problem sheets on VLE (8 hours)
Opportunities for Formative Feedback
Continuous in class assessmentMethods of assessment
Coursework
Assessment type | Notes | % of formal assessment |
In-course Assessment | Continuous assessment through online exercises | 40.00 |
Report | 5 weekly practicals, submitted at the end of semester | 60.00 |
Total percentage (Assessment Coursework) | 100.00 |
Re-sit is by examination only.
Reading list
The reading list is available from the Library websiteLast updated: 10/08/2020 08:46:33
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