| CODE | CCE5201 | |||||||||
| TITLE | Advanced Signal Processing | |||||||||
| UM LEVEL | 05 - Postgraduate Modular Diploma or Degree Course | |||||||||
| MQF LEVEL | Not Applicable | |||||||||
| ECTS CREDITS | 6 | |||||||||
| DEPARTMENT | Communications and Computer Engineering | |||||||||
| DESCRIPTION | Study-unit Content: - Sampling Theorem: relation of analog frequency response and digital frequency response; - Z-transform: time series and their z-transforms, relationships, and analysis on unit circle; - Discrete Fourier Transform: Circular convolution, linear convolution using DFT, time-frequency relationships, the FFT; - Digital Filters: FIR and IIR designs from z-transforms; - Power Spectrum Estimation: windows, window spectral leakage, narrowband and wideband spectrograms; - Homomorphic signal processing: deconvolution of convolved signals, cepstrum and quefrency; - Multirate signal processing: decimation and interpolation of the sample points, and their effect on bandwidth and time series; polyphase structures; - Linear Prediction and Optimum Linear Filters; - Power Spectrum Estimation; - Time-frequency signal processing: quadrature mirror filters, wavelet transform, relationship of QMF with wavelet theory. Main Text/s and any supplementary readings: - J. G. Proakis & D.K. Minolakis, Digital Signal Processing (4th Edition), Prentice Hall, 2006. ISBN 978-0131873742. - Engelberg Shlomo, Digital Signal Processing, Springer 2008, ISBN: 978-1-84800-118-3. - P. P. Vaidyanathan, See-May Phoong, and Yuan-Pei Lin, Signal Processing and Optimization for Transceiver Systems, Cambridge University Press, 2010. ISBN-13: 9780521760799. - Owen M, Practical Signal Processing, Cambridge University Press, 2007, ISBN-13: 9780521854788. |
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| RULES/CONDITIONS | Before TAKING THIS UNIT YOU ARE ADVISED TO TAKE CCE2202 | |||||||||
| STUDY-UNIT TYPE | Lecture | |||||||||
| METHOD OF ASSESSMENT |
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| LECTURER/S | Trevor Spiteri (Co-ord.) Gianluca Valentino |
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The University makes every effort to ensure that the published Courses Plans, Programmes of Study and Study-Unit information are complete and up-to-date at the time of publication. The University reserves the right to make changes in case errors are detected after publication.
The availability of optional units may be subject to timetabling constraints. Units not attracting a sufficient number of registrations may be withdrawn without notice. It should be noted that all the information in the description above applies to study-units available during the academic year 2023/4. It may be subject to change in subsequent years. |
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