19D031DOS - Digital Signal Processing

Course specification
Course title Digital Signal Processing
Acronym 19D031DOS
Study programme Electrical Engineering and Computing
Module Telecommunications
Type of study doctoral studies
Lecturer (for classes)
Lecturer/Associate (for practice)
    Lecturer/Associate (for OTC)
      ESPB 9.0 Status elective
      Condition none
      The goal Objective of the course is to present advanced signal processing techniques. The focus is on analysis and synthesis of efficient filter structures. Goal is to analyze applications related to telecommunications or audio signal processing and to develop solutions for typical practical problems.
      The outcome Student will be able to understand advanced concept related to digital signal processing. They will know how to analyze efficiency of the system. They will be trained to design original efficient DSP realization structures in solving problems related to telecommunications or audio signal processing and to analyze and implement those solutions.
      Contents of lectures Filters based on connections of all-pass subfilters, sensitivity analysis, variable filters, frequency response masking technique, multiplierless filters. Real-time signal processing.
      Contents of exercises Analysis and synthesis of efficient filters and filter banks in MATLAB (MATLAB clone). Implementation of the designed structures.
      1. Lj. Milić, Multirate Filtering for Digital Signal Processing: MATLAB Applications, IGI Global, 2009
      2. Lars Wanhammar and Tapio Saramaki, Digital Filters Using MATLAB, Springer International Publishing, 2019. (Original title)
      3. S.K. Mitra, Digital Signal Processing: A Computer-Based Approach, McGraw-Hill, 2006.
      Number of hours per week during the semester/trimester/year
      Lectures Exercises OTC Study and Research Other classes
      Methods of teaching lectures, project
      Knowledge score (maximum points 100)
      Pre obligations Points Final exam Points
      Activites during lectures 0 Test paper 0
      Practical lessons 0 Oral examination 30
      Projects 70
      Colloquia 0
      Seminars 0