13D031OSM - Array Processing of Acoustical Signals on Microphone Arrays

Course specification
Course title		Array Processing of Acoustical Signals on Microphone Arrays
Acronym		13D031OSM
Study programme		Electrical Engineering and Computing
Module
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		Introduction of PhD students with principles, theoretical concepts and algorithms for array processing of acoustical signals on microphone arrays.
The outcome		It is expected that PhD students are trained in basics of array processing of acoustical signals on microphone arrays and trained in independent research activities in that field.
Contents
Contents of lectures		Introduction to theory of array processing of acoustical signals. Acoustic signals models on microphone arrays. Spatial filtration. Direction of Arrival and location estimation.. Adaptive microphone arrays. Acoustic channel models. Acoustical MIMO. .Acoustic camera. Identification and characterization of sound and vibration sources based on application of acoustic camera.
Contents of exercises		Lecture, mentor work, practical work, projects
Literature
M. Brandstein D.Ward Microphone Arrays: Signal Processing Techniques and Applications Springer, 2006Theory Wiley Interscience 2002 Miljko Eric, Nenad Vukmirovic, "Introduction to antenna array signal processing", Akademska misao, 2019 Hary L. Van Trees Optimum array processing, part IV of Detection, Estimation and modulation Tehory Wiley Interscience 2002
Number of hours per week during the semester/trimester/year
Lectures	Exercises	OTC	Study and Research	Other classes
6
Methods of teaching		Lectures, practical work, projects
Knowledge score (maximum points 100)
Pre obligations		Points	Final exam	Points
Activites during lectures			Test paper	70
Practical lessons			Oral examination	0
Projects
Colloquia
Seminars		30