13D031DOS - Digital Signal Processing

Course specification
Course title Digital Signal Processing
Acronym 13D031DOS
Study programme Electrical Engineering and Computing
Type of study doctoral studies
Lecturer (for classes)
Lecturer/Associate (for practice)
    Lecturer/Associate (for OTC)
      ESPB 9.0 Status elective
      The goal Objective of the course is to teach students advanced signal processing techniques. The focus is on analysis and synthesis of efficient filter structures. Goal is to analyze applications related to telecommunications and 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 -analyze efficiency of the system -apply efficient realization structures in solving problems related to telecommunications and audio signal processing and implement solutions -modify existing and design new digital signal processing systems in order to solve a specific problem.
      Contents of lectures Filters based on connections of all-pass subfilters, sensitivity analysis, variable filters, frequency response masking technique, multiplierless filters. Digital filter banks. Real-time signal processing.
      Contents of exercises Analysis and synthesis of efficient filters and filter banks in MATLAB (MATLAB clone). Programing of DSP processor (evaluation board).
      1. Lj. Milić, Multirate Filtering for Digital Signal Processing: MATLAB Applications, IGI Global, 2009 (Original title)
      2. Bernard Widrow and István Kollár, Quantization Noise: Roundoff Error in Digital Computation, Signal Processing, Control, and Communications, Cambridge University Press, Cambridge, UK, 2008 (Original title)
      Number of hours per week during the semester/trimester/year
      Lectures Exercises OTC Study and Research Other classes
      Methods of teaching lectures, consultations, seminary work
      Knowledge score (maximum points 100)
      Pre obligations Points Final exam Points
      Activites during lectures Test paper
      Practical lessons Oral examination 30
      Seminars 70