IN5450 – Array Signal Processing

Schedule, syllabus and examination date

Choose semester

Changes in the course due to coronavirus

Autumn 2020 we plan for teaching and examinations to be conducted as described in the course description and on semester pages. However, changes may occur due to the corona situation. You will receive notifications about any changes at the semester page and/or in Canvas.

Spring 2020: Teaching and examinations was digitilized. See changes and common guidelines for exams at the MN faculty spring 2020.

Course content

The topic is spatial signal processing with emphasis on imaging systems and direction of arrival estimation. The course put emphasis on the difference between spatial and time domain signal processing. It provides an in-depth review of classical and adaptive array processing techniques in time and Fourier domain and give an overview of their use in different application areas.

Learning outcome

After completing this course, you will have an understanding of:

  • Apertures and Arrays: Finite apertures, resolution, spatial sampling and arrays of discrete sensors, sidelobes and grating lobes.
  • Beamforming: Delay-and-sum and frequency-domain beamforming, array gain and effects of finite accuracies.
  • Adaptive beamforming: Optimization of beampattern, eigenanalysis methods, and how to assess the algorithms performance.
  • Applications: Examples will be given from acoustic imaging, synthetic aperture sonar/radar, and tomography among others.

INF3470 – Digital signalbehandling (continued)/INF4470 – Digital signalbehandling (continued), MAT1120 – Linear Algebra, IN1910 – Programming with Scientific Applications/IN1010 – Object-oriented Programming and IN4010 – Acoustic Imaging

Overlapping courses

Teaching

4 hours of tuition per week that will be a mix of lectures and plenary review of exercises, etc.

The mandatory assignments must be approved prior to the exam. Approval of a mandatory assignment is only valid for the same year as the assignment is submitted. Rules for mandatory assignments.

Examination

Oral Exam (or written if the number of students is high).

It will also be counted as one of your three attempts to sit the exam for this course, if you sit the exam for one of the following courses: IN9450 – Array Signal Processing

Examination support material

No examination support material is allowed.

Language of examination

You may write your examination paper in Norwegian, Swedish, Danish or English.

Grading scale

Grades are awarded on a scale from A to F, where A is the best grade and F is a fail. Read more about the grading system.

Resit an examination

Students who can document a valid reason for absence from the regular examination are offered a postponed examination at the beginning of the next semester. Re-scheduled examinations are not offered to students who withdraw during, or did not pass the original examination.

Special examination arrangements, use of sources, explanations and appeals

See more about examinations at UiO

Last updated from FS (Common Student System) July 12, 2020 12:16:08 PM

Facts about this course

Credits
10
Level
Master
Teaching
Spring
Examination
Spring
Teaching language
Norwegian (English on request)