13D031PVO - Spatio-Temporal Signal Processing

Course specification
Course title Spatio-Temporal Signal Processing
Acronym 13D031PVO
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
        Condition Passed exam: Antenna array in telecommunication systems (MS1ANT)
        The goal Introduction to principles, theoretical concepts and algorithms for processing and parameter estimation of multiuser signals on sensor arrays. Training of PhD students for independent research activities in that field
        The outcome It is expected that students will be introduced with theoretical foundations of spatio-temporal signal processing and that they will be trained for independent research activities in that field.
        Contents of lectures Introduction to the theory of sensor arrays. Signal models on sensor arrays. Techniques for localization of signal sources . Spatio-temporal channel models, MIMO channel sounders Principles of joint spatio temporal spectrum sensing. Principles of monitoring of electromagnetic spectrum. Methods for coherent localization in UWB and massive MIMO systems.
        Contents of exercises Practices, Study research work
        1. Miljko Eric, Nenad Vukmirovic, "Introduction to antenna array signal processing", Akademska misao, 2019
        2. Hary L. Van Trees "Optimum array processing, part IV of Detection, Estimation and modulation Tehory" Wiley Interscience 2002
        3. T.L.Marzetta, E.G.Larson, H.Yang,H.Q.Ngo "Fundamentals of Massive MIMO" Cambridge University Press.2017
        Number of hours per week during the semester/trimester/year
        Lectures Exercises OTC Study and Research Other classes
        Methods of teaching Lectures, consultations, independent work, practical work
        Knowledge score (maximum points 100)
        Pre obligations Points Final exam Points
        Activites during lectures 0 Test paper 50
        Practical lessons 0 Oral examination 20
        Colloquia 0
        Seminars 30