Vorlesung: Digital Signal Processing and Digital Filters (M.Sc.) - Details

Vorlesung: Digital Signal Processing and Digital Filters (M.Sc.) - Details

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Veranstaltungsname Vorlesung: Digital Signal Processing and Digital Filters (M.Sc.)
Untertitel Module: Digital Signal Processing and Digital Filters
Veranstaltungsnummer 57844_W20
Semester WiSe 20/21
Aktuelle Anzahl der Teilnehmenden 108
Heimat-Einrichtung Institut für Nachrichtentechnik (E-8)
Veranstaltungstyp Vorlesung in der Kategorie Lehre
Erster Termin Mittwoch, 13.01.2021 15:00 - 16:00, Ort: (Zoom https://tuhh.zoom.us/j/89332097931?pwd=VE9UZktwemtXYWdabTVic1dDaHQ2Zz09)
Voraussetzungen - Mathematics 1-3
- Signals and Systems
- Fundamentals of signal and system theory as well as random processes.
- Fundamentals of spectral transforms (Fourier series, Fourier transform, Laplace transform)
Leistungsnachweis
Written exam
ECTS-Punkte 6

Räume und Zeiten

(Zoom https://tuhh.zoom.us/j/89332097931?pwd=VE9UZktwemtXYWdabTVic1dDaHQ2Zz09)
Mittwoch, 13.01.2021 15:00 - 16:00
Donnerstag, 28.01.2021 15:00 - 16:00

Kommentar/Beschreibung


- Transforms of discrete-time signals:

- Discrete-time Fourier Transform (DTFT)

- Discrete Fourier-Transform (DFT), Fast Fourier Transform (FFT)

- Z-Transform

- Correspondence of continuous-time and discrete-time signals, sampling, sampling theorem

- Fast convolution, Overlap-Add-Method, Overlap-Save-Method

- Fundamental structures and basic types of digital filters

- Characterization of digital filters using pole-zero plots, important properties of digital filters

- Quantization effects

- Design of linear-phase filters

- Fundamentals of stochastic signal processing and adaptive filters

- MMSE criterion

- Wiener Filter

- LMS- and RLS-algorithm

- Traditional and parametric methods of spectrum estimation

K.-D. Kammeyer, K. Kroschel: Digitale Signalverarbeitung. Vieweg Teubner.
V. Oppenheim, R. W. Schafer, J. R. Buck: Zeitdiskrete Signalverarbeitung. Pearson StudiumA. V.
W. Hess: Digitale Filter. Teubner.
Oppenheim, R. W. Schafer: Digital signal processing. Prentice Hall.
S. Haykin:  Adaptive flter theory.
L. B. Jackson: Digital filters and signal processing. Kluwer.
T.W. Parks, C.S. Burrus: Digital filter design. Wiley.