Level of Study
Objectives and Content
What is information? The course deals with measures of information content of digital symbols and sequences of symbols. Based on Shannon's information theoretical framework, an introduction to the fundamental principles behind data compression, error-correcting codes, and cryptography is given. In the course we also consider how information theory can be applied to computer networks, and we study information-theoretic wiretap channels in order to introduce the connection between security and information theory. We also investigate applications to gambling and horse betting.
The student should be able to:
- Explain the concepts of entropy and mutual information.
- Understand how information can be represented in an efficient manner.
- Explain how information theory can be applied to multiple-access channels, broadcast channels, and to general networks.
- Explain information-theoretic aspects of information security.
The student should be able to:
- Determine the channel capacity of a discrete memoryless point-to-point channel with given parameters.
- Implement source coding algorithms for simple sources and sources with memory, and other algorithms covered by the course.
- has a good understanding of the field of information theory.
Required Previous Knowledge
For incoming exchange students: At least 60 ECTS in Computer Science and at least 10 ECTS in mathematics
Recommended Previous Knowledge
(For autumn 2020, the teaching of the course will be adapted to students who do not have STAT110)
Credit Reduction due to Course Overlap
I144, INF144: 10 ECTS
Access to the Course
Access to the course requires admission to a programme of study at The Faculty of Mathematics and Natural Sciences
Teaching and learning methods
Lectures 4 hours/week for 13 weeks.
Exercises 2 hours/week
Compulsory Assignments and Attendance
Compulsory assignments are valid for one subsequent semester .
Forms of Assessment
The forms of assessment are:
Written examination or Digital written examination (3 hours). Mandatory assignments may be graded and included in the final grade.
Examination Support Material
Non-programmable calculator, according to the faculty regulations
The grading scale used is A to F. Grade A is the highest passing grade in the grading scale, grade F is a fail.
Examination both spring semester and autumn semester. In semesters without teaching the examination will be arranged at the beginning of the semester.
The reading list will be available within June 1st for the autumn semester and December 1st for the spring semester.
The course will be evaluated by the students in accordance with the quality assurance system at UiB and the department.
The Programme Committee is responsible for the content, structure and quality of the study programme and courses.
Course coordinator and administrative contact person can be found on Mitt UiB, or contact Student adviser
The Faculty of Mathematics and Natural Sciences represented by the Department of Informatics is the course administrator for the course and study programme.
T: 55 58 42 00
For written exams, please note that the start time may change from 09:00 to 15:00 or vice versa until 14 days prior to the exam.
Type of assessment: Written examination
- 13.12.2021, 09:00
- 4 hours
- Withdrawal deadline
- Examination system
- Digital exam