Technische Universität Ilmenau

Advanced Digital Signal Processing - Modultafeln of TU Ilmenau

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Please refer to the respective study and examination rules and regulations for the legally binding curricula (Annex Curriculum).

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module properties Advanced Digital Signal Processing in degree program Master Communications and Signal Processing 2013
module number5831
examination number2100206
departmentDepartment of Electrical Engineering and Information Technology
ID of group 2184 (Applied Media Systems)
module leaderProf. Dr. Gerald Schuller
term winter term only
languageEnglisch
credit points7
on-campus program (h)56
self-study (h)154
obligationobligatory module
examalternative examination performance
details of the certificate

Alternative course-related examination (examination registration at the beginning of the semester), consisting of 70 points written test (90 minutes), 30 points homework

alternative examination performance due to COVID-19 regulations incl. technical requirements
signup details for alternative examinations

Die Anmeldung zur alternativen semesterbegleitenden Abschlussleistung erfolgt über das Prüfungsverwaltungssystem (thoska) außerhalb des zentralen Prüfungsanmeldezeitraumes. Die früheste Anmeldung ist generell ca. 2-3 Wochen nach Semesterbeginn möglich. Der späteste Zeitpunkt für die An- oder Abmeldung von dieser konkreten Abschlussleistung ist festgelegt auf den (falls keine Angabe, erscheint dies in Kürze):

  • signup begins: 05.11.2021
  • signup ends: 19.01.2022
  • resignation not after: 31.01.2022
  • last modification of this information: 05.01.2022
maximum number of participants
previous knowledge and experience

Bachelor degree with knowledge of the basics of digital signal processing. Basic knowledge of signal processing.

learning outcome

To provide comprehensive knowledge in the field of digital signal processing. Students learn to identify, solve and evaluate problems in the various areas of digital signal processing.

content
  • Sampling, principles:
    • AD/DA conversion (Mic, Speaker)
    • Sampling rates
    • Aliasing
    • Sampling rate conversion
  • Z transform: theory and properties
  • Filtering:
    • FIR
    • IIR
    • design methods
    • optimization
  • Complex signals and filters, analytical signal, hilbert transform 
  • Complex filter banks
  • Wiener filter
  • Prediction 
    • Wiener-Hopf-Equations
    • LMS
  • Filter banks, wavelets, QMF, lifting, intMDC
media of instruction and technical requirements for education and examination in case of online participation

Beamer, Script

Technischen Voraussetzungen für Moodle-Exam gemäß https://intranet.tu-ilmenau.de/site/vpsl-pand/SitePages/Handreichungen_Arbeitshilfen.aspx 

literature / references

[1] Alan V. Oppenheim, Ronald W. Schafer, with John R. Buck:    “Dicrete-Time Signal Processing” ; Pearson 2010, 3rd Edition, ISBN:0-13-206709-9;  (UB Ilmenau ELT ZN 6040 O62-A(3))

[2] John G. Proakis; Maoud Salehi:    “Digital Communications”; McGraw-Hill 2008, ISBN 978-0-07-295716-7;  (UB Ilmenau 79 ELT ZN6040 P962)

[3] N.J. Fliege : „Multirate Digital Signal Processing“; John Wiley and Sons , Ltd. 1996 and 2005

[4] Khalid Sayood: " Introduction to Data Compression"; Morgan Kaufman 2005 (UB Ilmenau : INF ST 265 S275(4))

[5] Monson H. Hayes: " Statistical Digital Signal Processing and Modelling"; Wiley, 1996 ISBN:0471594318

[6] Alan V. Oppenheim, Alan S. Willsky with S. Hamid Nawab:    “Signals and Systems” ; Prentice-Hall 1996, 2nd Edition, ISBN:0-13-814757-4

Other references:

[7] W. Zühlke:     Script of Lectures “Digitale Signalverarbeitung und Automatische Spracherkennung” in the years up to 2004

[8] P. S. R. Diniz, E.A.B. da Silva, S. L. Netto: Digital Signal Processing - System Analysis and Design 2. ed.  Cambridge Univ. Press 2010; ISBN 978-0-521-88775-5

[9] I.C. Ifeachor, B.W. Jervis: Digital Signal Processing A Practical Approach; Pearson Education Ldt 2002, 2. ed.; ISBN 0-201-59619-9

evaluation of teaching

Pflichtevaluation:

SS 2019 (Fach)

Freiwillige Evaluation:

WS 2013/14 (Vorlesung, Übung)

Hospitation: