Courses 2019/20 for C Programme

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Information and Communication Engineering ◄ 19/20 ►

Study Year 1 (Mandatory Courses)

Course Code Link to complete information about the course; study periods, programmes etc.	Credits	Cycle G1: Basic level G2: Upper basic level A: Advanced level	S.Ex. stud. The course is suitable for incoming exchange students.	Language Language of the course: E: The course is given in English E1: The course is given in English upon request E2: The course may be given in English S: The course is given in Swedish	Course Name	Links KS: Course syllabus in Swedish KE: Course syllabus in English U: Archive with course evaluations W: Course Web Page T: Examination schedule	19/20 sp1	19/20 sp2	19/20 sp3	19/20 sp4
EITA55	7.5	G1	-	S	Communication Systems	KS KE U W T	1 Lectures: 20 h (45-minute sessions) Exercises: 10 h (45-minute sessions) Laboratory exercises: 12 h (45-minute sessions) Time with supervisor for projects: 5 h (45-minute sessions) Time for self studies: 153 h (45-minute sessions)
FMAA05	15	G1	-	S	Calculus in One Variable	KS KE U W T	1 Lectures: 50 h (45-minute sessions) Exercises: 30 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 133 h (45-minute sessions)	2 Lectures: 50 h (45-minute sessions) Exercises: 30 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 107 h (45-minute sessions)
EXTA65	4.5	G1	-	S	Cognition	KS KE U W T		2 Lectures: 20 h (45-minute sessions) Exercises: 12 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 84 h (45-minute sessions)
EDAA55	9	G1	-	S	Programming, First Course	KS KE U W T		2 Lectures: 22 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 12 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 70 h (45-minute sessions)	3 Lectures: 30 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 20 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 90 h (45-minute sessions)
FMAB20	6	G1	-	S	Linear Algebra	KS KE U W T			3 Lectures: 40 h (45-minute sessions) Exercises: 16 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 106 h (45-minute sessions)
FAFA60	5	G1	-	S	Photonics	KS KE U W T			3 Lectures: 24 h (45-minute sessions) Exercises: 12 h (45-minute sessions) Laboratory exercises: 8 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 80 h (45-minute sessions)
EITA30	7.5	G1	-	S	Information Transmission	KS KE U W T				4 Lectures: 40 h (45-minute sessions) Exercises: 24 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 136 h (45-minute sessions)
ETSA03	6	G1	-	S	Software Engineering - Methodology	KS KE U W T				4 Lectures: 14 h (45-minute sessions) Exercises: 8 h (45-minute sessions) Laboratory exercises: 8 h (45-minute sessions) Time with supervisor for projects: 2 h (45-minute sessions) Time for self studies: 128 h (45-minute sessions)

Study Year 2 (Mandatory Courses)

Course Code Link to complete information about the course; study periods, programmes etc.	Credits	Cycle G1: Basic level G2: Upper basic level A: Advanced level	S.Ex. stud. The course is suitable for incoming exchange students.	Language Language of the course: E: The course is given in English E1: The course is given in English upon request E2: The course may be given in English S: The course is given in Swedish	Course Name	Footnote	Links KS: Course syllabus in Swedish KE: Course syllabus in English U: Archive with course evaluations W: Course Web Page T: Examination schedule	19/20 sp1	19/20 sp2	19/20 sp3	19/20 sp4
FMAB30	6	G1	-	S	Calculus in Several Variables		KS KE U W T	1 Lectures: 44 h (45-minute sessions) Exercises: 16 h (45-minute sessions) Laboratory exercises: 2 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 100 h (45-minute sessions)
ETSF05	9	G2	-	E1	Internet Protocols	X Only one of the courses ETSF05 and ETSF10 may be included in a degree.	KS KE U W T	1 Lectures: 8 h (45-minute sessions) Exercises: 4 h (45-minute sessions) Laboratory exercises: 4 h (45-minute sessions) Time with supervisor for projects: 2 h (45-minute sessions) Time for self studies: 115 h (45-minute sessions)	2 Lectures: 10 h (45-minute sessions) Exercises: 6 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 4 h (45-minute sessions) Time for self studies: 87 h (45-minute sessions)
EDAA01	7.5	G1	-	S	Programming - Second Course		KS KE U W T	1 Lectures: 14 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 6 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 72 h (45-minute sessions)	2 Lectures: 14 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 8 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 86 h (45-minute sessions)
MAMA15	7.5	G1	-	S	Interaction Design, Basic Course		KS KE U W T		2 Lectures: 30 h (45-minute sessions) Exercises: 14 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 14 h (45-minute sessions) Time for self studies: 142 h (45-minute sessions)
EITA25	7.5	G1	X	S	Computer Security		KS KE U W T			3 Lectures: 28 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 12 h (45-minute sessions) Time with supervisor for projects: 2 h (45-minute sessions) Time for self studies: 160 h (45-minute sessions)
EDAF75	7.5	G2	X	S	Database Technology		KS KE U W T			3 Lectures: 24 h (45-minute sessions) Exercises: 2 h (45-minute sessions) Laboratory exercises: 8 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 112 h (45-minute sessions)	4 Lectures: 0 h Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 50 h (45-minute sessions)
FMSF55	7.5	G2	-	S	Mathematical Statistics, Basic Course		KS KE U W T				4 Lectures: 26 h (45-minute sessions) Exercises: 16 h (45-minute sessions) Laboratory exercises: 8 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 140 h (45-minute sessions)
EITA50	7.5	G1	X	S	Signal Processing in Multimedia	X Students admitted to the China specialisation takes this course in the autumn of year three, in China.	KS KE U W T				4 Lectures: 32 h (45-minute sessions) Exercises: 24 h (45-minute sessions) Laboratory exercises: 8 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 136 h (45-minute sessions)

ETSF05 Internet Protocols: Only one of the courses ETSF05 and ETSF10 may be included in a degree.

EITA50 Signal Processing in Multimedia: Students admitted to the China specialisation takes this course in the autumn of year three, in China.

Study Year 3 (Mandatory Courses)

Course Code Link to complete information about the course; study periods, programmes etc.	Credits	Cycle G1: Basic level G2: Upper basic level A: Advanced level	S.Ex. stud. The course is suitable for incoming exchange students.	Language Language of the course: E: The course is given in English E1: The course is given in English upon request E2: The course may be given in English S: The course is given in Swedish	Course Name	Links KS: Course syllabus in Swedish KE: Course syllabus in English U: Archive with course evaluations W: Course Web Page T: Examination schedule	19/20 sp1	19/20 sp2	19/20 sp3	19/20 sp4
EITG05	7.5	G2	X	E	Digital Communications	KS KE U W T	1 Lectures: 24 h (45-minute sessions) Exercises: 28 h (45-minute sessions) Laboratory exercises: 4 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 144 h (45-minute sessions)
EDAF60	4.5	G2	-	S	Object-oriented Modelling and Design	KS KE U W T	1 Lectures: 14 h (45-minute sessions) Exercises: 10 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 2 h (45-minute sessions) Time for self studies: 94 h (45-minute sessions)
EITF05	4	G2	-	S	Web Security	KS KE U W T	1 Lectures: 14 h (45-minute sessions) Exercises: 6 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 3 h (45-minute sessions) Time for self studies: 84 h (45-minute sessions)
FRTF05	7.5	G2	-	S	Automatic Control, Basic Course	KS KE U W T		2 Lectures: 30 h (45-minute sessions) Exercises: 30 h (45-minute sessions) Laboratory exercises: 12 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 128 h (45-minute sessions)
ETSF25	7.5	G2	-	S	The Business of Software	KS KE U W T		2 Lectures: 20 h (45-minute sessions) Exercises: 12 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 3 h (45-minute sessions) Time for self studies: 165 h (45-minute sessions)
EITF70	6	G2	-	S	Computer Organization	KS KE U W T			3 Lectures: 14 h (45-minute sessions) Exercises: 8 h (45-minute sessions) Laboratory exercises: 16 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 122 h (45-minute sessions)
EDAF90	7.5	G2	X	S	Web Programming	KS KE U T			3 Lectures: 20 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 8 h (45-minute sessions) Time with supervisor for projects: 4 h (45-minute sessions) Time for self studies: 168 h (45-minute sessions)
FMIF45	4	G2	-	S	Sustainability and Resource Use with Perspectives on Information and Communication Technology	KS KE U W T			3 Lectures: 24 h (45-minute sessions) Exercises: 2 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 26 h (45-minute sessions)	4 Lectures: 0 h Exercises: 8 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 1 h (45-minute sessions) Time for self studies: 46 h (45-minute sessions)
MAMN01	7.5	A	-	S	Advanced Interaction Design	KS KE U T				4 Lectures: 7 h (45-minute sessions) Exercises: 14 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 179 h (45-minute sessions)
EITF95	4.5	G2	X	S	Queuing System	KS KE U W T				4 Lectures: 14 h (45-minute sessions) Exercises: 22 h (45-minute sessions) Laboratory exercises: 8 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 76 h (45-minute sessions)

Specialisation da - Usability

Course Code Link to complete information about the course; study periods, programmes etc.	Credits	Cycle G1: Basic level G2: Upper basic level A: Advanced level	Mand./ Elect. The course is O = Mandatory, A = Elective mandatory, V = Elective, or E = Externally elective in the programme and spec.	Year Study year the course belongs to according to normal study plan.	From year Students are permitted to read the course from this year of study.	S.Ex. stud. The course is suitable for incoming exchange students.	Language Language of the course: E: The course is given in English E1: The course is given in English upon request E2: The course may be given in English S: The course is given in Swedish	Course Name	Footnote	Links KS: Course syllabus in Swedish KE: Course syllabus in English U: Archive with course evaluations W: Course Web Page T: Examination schedule	sp1	sp2	sp3	sp4
EITN50	7.5	A	V	4	4	X	E	Advanced Computer Security		KS KE U W T	1 Lectures: 26 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 4 h (45-minute sessions) Time for self studies: 170 h (45-minute sessions)
MAMN45	7.5	A	V	4	4	-	S	People, Technology, Organization and Risk Management		KS KE U W T	1 Lectures: 32 h (45-minute sessions) Exercises: 14 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 24 h (45-minute sessions) Time for self studies: 138 h (45-minute sessions)
MAMF50	7.5	G2	V	4	4	-	S	Usability Evaluation		KS KE U W T	1 Lectures: 20 h (45-minute sessions) Exercises: 8 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 30 h (45-minute sessions) Time for self studies: 142 h (45-minute sessions)
TNSF05	7.5	G2	V	4	4	-	S	Rehabilitation Engineering		KS KE U W T	1 Lectures: 16 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 6 h (45-minute sessions) Time with supervisor for projects: 2 h (45-minute sessions) Time for self studies: 96 h (45-minute sessions)	2 Lectures: 0 h Exercises: 4 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 12 h (45-minute sessions) Time for self studies: 64 h (45-minute sessions)
MAMN40	7.5	A	V	4	4	-	S	Working Environment, Project		KS KE U W T	1 Lectures: 0 h Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 20 h (45-minute sessions) Time for self studies: 60 h (45-minute sessions)	2 Lectures: 0 h Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 20 h (45-minute sessions) Time for self studies: 60 h (45-minute sessions)
EITN41	7.5	A	V	4	4	-	S	Advanced Web Security		KS KE U W T		2 Lectures: 14 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 2 h (45-minute sessions) Time for self studies: 184 h (45-minute sessions)
EDAN10	7.5	A	V	4	4	X	E	Configuration Management		KS KE U W T		2 Lectures: 28 h (45-minute sessions) Exercises: 14 h (45-minute sessions) Laboratory exercises: 12 h (45-minute sessions) Time with supervisor for projects: 2 h (45-minute sessions) Time for self studies: 144 h (45-minute sessions)
ETSN20	7.5	A	V	4	4	X	E	Software Testing		KS KE U W T		2 Lectures: 16 h (45-minute sessions) Exercises: 3 h (45-minute sessions) Laboratory exercises: 8 h (45-minute sessions) Time with supervisor for projects: 1 h (45-minute sessions) Time for self studies: 170 h (45-minute sessions)
ETSN15	7.5	A	V	4	4	-	S	Requirements Engineering		KS KE U W T			3 Lectures: 16 h (45-minute sessions) Exercises: 10 h (45-minute sessions) Laboratory exercises: 8 h (45-minute sessions) Time with supervisor for projects: 14 h (45-minute sessions) Time for self studies: 150 h (45-minute sessions)
EXTG45	7.5	G2	V	4	4	-	S	Technology Supported Communication		KS KE U W T			3 Lectures: 20 h (45-minute sessions) Exercises: 50 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 150 h (45-minute sessions)
TNSF10	7.5	G2	V	4	4	X	E1	Universal Design, Theory and Project		KS KE U W T			3 Lectures: 10 h (45-minute sessions) Exercises: 8 h (45-minute sessions) Laboratory exercises: 4 h (45-minute sessions) Time with supervisor for projects: 8 h (45-minute sessions) Time for self studies: 128 h (45-minute sessions)	4 Lectures: 0 h Exercises: 8 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 4 h (45-minute sessions) Time for self studies: 30 h (45-minute sessions)
MAMF45	7.5	G2	V	4	4	-	S	Virtual Reality in Theory and Practice		KS KE U W T			3 Lectures: 16 h (45-minute sessions) Exercises: 16 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 68 h (45-minute sessions)	4 Lectures: 4 h (45-minute sessions) Exercises: 4 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 22 h (45-minute sessions) Time for self studies: 70 h (45-minute sessions)
MAMN40	7.5	A	V	4	4	-	S	Working Environment, Project		KS KE U W T			3 Lectures: 0 h Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 20 h (45-minute sessions) Time for self studies: 60 h (45-minute sessions)	4 Lectures: 0 h Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 20 h (45-minute sessions) Time for self studies: 60 h (45-minute sessions)
MAMN10	7.5	A	V	4	4	-	S	Interaction 1: Neuro Modelling, Cognitive Robotics and Agents	X The course is offered every other academic year and will next be offered in 2020/21.	KS KE U W T	Course on hold Course on hold: The course is not given this academic year, but is planned to be given next academic year.
MAMN15	7.5	A	V	4	4	-	S	Interaction 2: Virtuality and Cognitive Modelling	X The course is offered every other academic year and will next be offered in 2020/21.	KS KE U W T	Course on hold Course on hold: The course is not given this academic year, but is planned to be given next academic year.

MAMN10 Interaction 1: Neuro Modelling, Cognitive Robotics and Agents: The course is offered every other academic year and will next be offered in 2020/21.

MAMN15 Interaction 2: Virtuality and Cognitive Modelling: The course is offered every other academic year and will next be offered in 2020/21.

Specialisation ks - Communication Systems

Course Code Link to complete information about the course; study periods, programmes etc.	Credits	Cycle G1: Basic level G2: Upper basic level A: Advanced level	Mand./ Elect. The course is O = Mandatory, A = Elective mandatory, V = Elective, or E = Externally elective in the programme and spec.	Year Study year the course belongs to according to normal study plan.	From year Students are permitted to read the course from this year of study.	S.Ex. stud. The course is suitable for incoming exchange students.	Language Language of the course: E: The course is given in English E1: The course is given in English upon request E2: The course may be given in English S: The course is given in Swedish	Course Name	Links KS: Course syllabus in Swedish KE: Course syllabus in English U: Archive with course evaluations W: Course Web Page T: Examination schedule	sp1	sp2	sp3	sp4
FMSF10	7.5	G2	V	4	4	X	E	Stationary Stochastic Processes	KS KE U W T	1 Lectures: 22 h (45-minute sessions) Exercises: 16 h (45-minute sessions) Laboratory exercises: 6 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 145 h (45-minute sessions)
EDIN01	7.5	A	V	4	4	X	E1	Cryptography	KS KE U W T		2 Lectures: 36 h (45-minute sessions) Exercises: 14 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 2 h (45-minute sessions) Time for self studies: 148 h (45-minute sessions)
ETTN01	7.5	A	V	4	4	X	E	Digital Communications, Advanced Course	KS KE U W T		2 Lectures: 20 h (45-minute sessions) Exercises: 24 h (45-minute sessions) Laboratory exercises: 4 h (45-minute sessions) Time with supervisor for projects: 5 h (45-minute sessions) Time for self studies: 147 h (45-minute sessions)
EITP10	7.5	A	V	4	4	X	E	High Performance Fiber Networks	KS KE U T		2 Lectures: 20 h (45-minute sessions) Exercises: 14 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 166 h (45-minute sessions)
FMAN10	7.5	A	V	4	4	X	E1	Algebraic Structures	KS KE U W T			3 Lectures: 28 h (45-minute sessions) Exercises: 10 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 162 h (45-minute sessions)
EITN30	7.5	A	V	4	4	-	S	Internet Inside	KS KE U W T			3 Lectures: 10 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 28 h (45-minute sessions) Time with supervisor for projects: 2 h (45-minute sessions) Time for self studies: 160 h (45-minute sessions)
ETSN10	7.5	A	V	4	4	X	E	Network Architecture and Performance	KS KE U W T			3 Lectures: 26 h (45-minute sessions) Exercises: 13 h (45-minute sessions) Laboratory exercises: 2 h (45-minute sessions) Time with supervisor for projects: 13 h (45-minute sessions) Time for self studies: 146 h (45-minute sessions)
EITN85	7.5	A	V	4	4	X	E	Wireless Communication Channels	KS KE U W T			3 Lectures: 28 h (45-minute sessions) Exercises: 14 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 158 h (45-minute sessions)
EITN45	7.5	A	V	4	4	X	E	Information Theory	KS KE U W T				4 Lectures: 26 h (45-minute sessions) Exercises: 14 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 160 h (45-minute sessions)
EITN95	7.5	A	V	4	4	X	E1	Simulation	KS KE U W T				4 Lectures: 18 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 6 h (45-minute sessions) Time with supervisor for projects: 4 h (45-minute sessions) Time for self studies: 172 h (45-minute sessions)
EITN75	7.5	A	V	4	4	X	E	Wireless System Design Principles	KS KE U W T				4 Lectures: 28 h (45-minute sessions) Exercises: 14 h (45-minute sessions) Laboratory exercises: 4 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 154 h (45-minute sessions)
ETTN15	7.5	A	V	5	4	X	E	Modern Wireless Systems - LTE and Beyond	KS KE U W T	1 Lectures: 28 h (45-minute sessions) Exercises: 14 h (45-minute sessions) Laboratory exercises: 6 h (45-minute sessions) Time with supervisor for projects: 8 h (45-minute sessions) Time for self studies: 144 h (45-minute sessions)
EITN10	7.5	A	V	5	4	X	E	Multiple Antenna Systems	KS KE U W T	1 Lectures: 26 h (45-minute sessions) Exercises: 14 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 160 h (45-minute sessions)
EITN70	7.5	A	V	5	4	X	E	Channel Coding for Reliable Communication	KS KE U W T		2 Lectures: 28 h (45-minute sessions) Exercises: 14 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 2 h (45-minute sessions) Time for self studies: 156 h (45-minute sessions)

Specialisation pv - Software

Course Code Link to complete information about the course; study periods, programmes etc.	Credits	Cycle G1: Basic level G2: Upper basic level A: Advanced level	Mand./ Elect. The course is O = Mandatory, A = Elective mandatory, V = Elective, or E = Externally elective in the programme and spec.	Year Study year the course belongs to according to normal study plan.	From year Students are permitted to read the course from this year of study.	S.Ex. stud. The course is suitable for incoming exchange students.	Language Language of the course: E: The course is given in English E1: The course is given in English upon request E2: The course may be given in English S: The course is given in Swedish	Course Name	Footnote	Links KS: Course syllabus in Swedish KE: Course syllabus in English U: Archive with course evaluations W: Course Web Page T: Examination schedule	sp1	sp2	sp3	sp4
EDAP10	7.5	A	V	4	4	-	S	Concurrent Programming	X Replaces EDAF55	KS KE U W T	1 Lectures: 28 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 12 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 160 h (45-minute sessions)
EDAN20	7.5	A	V	4	4	X	E	Language Technology		KS KE U W T	1 Lectures: 20 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 14 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 160 h (45-minute sessions)
EDAN70	7.5	A	V	4	4	X	E1	Project in Computer Science	X The course is given once per study period and is open for zero or more project areas each course instance. The prerequisites depend on the project area.	KS KE U W T	1 Lectures: 2 h (45-minute sessions) Exercises: 4 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 12 h (45-minute sessions) Time for self studies: 182 h (45-minute sessions)
EDAN95	7.5	A	V	4	4	X	E	Applied Machine Learning		KS KE U W T		2 Lectures: 28 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 14 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 156 h (45-minute sessions)
EDAP05	7.5	A	V	4	4	X	E	Concepts of Programming Languages	X The course is offered every other academic year and will be given in 2019/20, 2021/22.	KS KE U W T		2 Lectures: 28 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 12 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 160 h (45-minute sessions)
EDAN01	7.5	A	V	4	4	X	E	Constraint Programming		KS KE U W T		2 Lectures: 20 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 12 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 160 h (45-minute sessions)
FMAA25	7.5	G1	V	4	4	X	E1	Discrete Mathematics		KS KE U W T		2 Lectures: 54 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 2 h (45-minute sessions) Time for self studies: 144 h (45-minute sessions)
EDAN70	7.5	A	V	4	4	X	E1	Project in Computer Science	X The course is given once per study period and is open for zero or more project areas each course instance. The prerequisites depend on the project area.	KS KE U W T		2 Lectures: 2 h (45-minute sessions) Exercises: 4 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 12 h (45-minute sessions) Time for self studies: 182 h (45-minute sessions)
EDAP01	7.5	A	V	4	4	X	E	Artificial Intelligence	X Replaces EDAF70	KS KE U W T			3 Lectures: 28 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 170 h (45-minute sessions)
EDAN70	7.5	A	V	4	4	X	E1	Project in Computer Science	X The course is given once per study period and is open for zero or more project areas each course instance. The prerequisites depend on the project area.	KS KE U W T			3 Lectures: 2 h (45-minute sessions) Exercises: 4 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 12 h (45-minute sessions) Time for self studies: 182 h (45-minute sessions)
EDAF50	7.5	G2	V	4	4	X	S	C++ Programming		KS KE U W T			3 Lectures: 24 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 8 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 100 h (45-minute sessions)	4 Lectures: 0 h Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 60 h (45-minute sessions)
EDAF15	5	G2	V	4	4	-	S	Algorithm Implementation		KS KE U W T				4 Lectures: 24 h (45-minute sessions) Exercises: 12 h (45-minute sessions) Laboratory exercises: 12 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 85 h (45-minute sessions)
EDAF05	5	G2	V	4	4	X	E1	Algorithms, Data Structures and Complexity		KS KE U W T				4 Lectures: 20 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 12 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 100 h (45-minute sessions)
EDAA25	3	G1	V	4	4	X	S	C Programming		KS KE U W T				4 Lectures: 14 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 70 h (45-minute sessions)
FMAA25	7.5	G1	V	4	4	X	E1	Discrete Mathematics		KS KE U W T				4 Lectures: 54 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 2 h (45-minute sessions) Time for self studies: 144 h (45-minute sessions)
EDAN40	7.5	A	V	4	4	X	E	Functional Programming		KS KE U W T				4 Lectures: 28 h (45-minute sessions) Exercises: 6 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 166 h (45-minute sessions)
EDAN70	7.5	A	V	4	4	X	E1	Project in Computer Science	X The course is given once per study period and is open for zero or more project areas each course instance. The prerequisites depend on the project area.	KS KE U W T				4 Lectures: 2 h (45-minute sessions) Exercises: 4 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 12 h (45-minute sessions) Time for self studies: 182 h (45-minute sessions)
EDAN26	7.5	A	V	5	4	-	S	Multicore Programming	X The course is offered every other academic year and will be given in 2019/20, 2021/22.	KS KE U W T	1 Lectures: 24 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 12 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 150 h (45-minute sessions)
EDAP15	7.5	A	V	4	4	X	E	Program Analysis	X The course is offered every other academic year and will next be offered in 2020/21.	KS KE U W T	Course on hold Course on hold: The course is not given this academic year, but is planned to be given next academic year.
EDAN75	7.5	A	V	5	4	X	S	Optimising Compilers	X The course is offered every other academic year and will next be offered in 2020/21.	KS KE U W T	Course on hold Course on hold: The course is not given this academic year, but is planned to be given next academic year.

EDAP10 Concurrent Programming: Replaces EDAF55

EDAN70 Project in Computer Science: The course is given once per study period and is open for zero or more project areas each course instance. The prerequisites depend on the project area.

EDAP05 Concepts of Programming Languages: The course is offered every other academic year and will be given in 2019/20, 2021/22.

EDAP01 Artificial Intelligence: Replaces EDAF70

EDAN26 Multicore Programming: The course is offered every other academic year and will be given in 2019/20, 2021/22.

EDAP15 Program Analysis: The course is offered every other academic year and will next be offered in 2020/21.

EDAN75 Optimising Compilers: The course is offered every other academic year and will next be offered in 2020/21.

Specialisation sec - Security

Course Code Link to complete information about the course; study periods, programmes etc.	Credits	Cycle G1: Basic level G2: Upper basic level A: Advanced level	Mand./ Elect. The course is O = Mandatory, A = Elective mandatory, V = Elective, or E = Externally elective in the programme and spec.	Year Study year the course belongs to according to normal study plan.	From year Students are permitted to read the course from this year of study.	S.Ex. stud. The course is suitable for incoming exchange students.	Language Language of the course: E: The course is given in English E1: The course is given in English upon request E2: The course may be given in English S: The course is given in Swedish	Course Name	Footnote	Links KS: Course syllabus in Swedish KE: Course syllabus in English U: Archive with course evaluations W: Course Web Page T: Examination schedule	sp1	sp2	sp3	sp4
EITN50	7.5	A	V	4	4	X	E	Advanced Computer Security		KS KE U W T	1 Lectures: 26 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 4 h (45-minute sessions) Time for self studies: 170 h (45-minute sessions)
MAMN45	7.5	A	V	4	4	-	S	People, Technology, Organization and Risk Management		KS KE U W T	1 Lectures: 32 h (45-minute sessions) Exercises: 14 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 24 h (45-minute sessions) Time for self studies: 138 h (45-minute sessions)
EITF65	9	G2	V	4	4	-	S	Design of Digital Circuits - A Systems Approach		KS KE U W T	1 Lectures: 28 h (45-minute sessions) Exercises: 28 h (45-minute sessions) Laboratory exercises: 12 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 71 h (45-minute sessions)	2 Lectures: 10 h (45-minute sessions) Exercises: 14 h (45-minute sessions) Laboratory exercises: 12 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 63 h (45-minute sessions)
EITN41	7.5	A	V	4	4	-	S	Advanced Web Security		KS KE U W T		2 Lectures: 14 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 2 h (45-minute sessions) Time for self studies: 184 h (45-minute sessions)
EITF20	7.5	G2	V	4	4	X	E	Computer Architecture		KS KE U W T		2 Lectures: 20 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 16 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 164 h (45-minute sessions)
EDIN01	7.5	A	V	4	4	X	E1	Cryptography		KS KE U W T		2 Lectures: 36 h (45-minute sessions) Exercises: 14 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 2 h (45-minute sessions) Time for self studies: 148 h (45-minute sessions)
FMSF60	7.5	G2	V	4	4	-	E1	Statistical Methods for Safety Analysis		KS KE U W T		2 Lectures: 28 h (45-minute sessions) Exercises: 14 h (45-minute sessions) Laboratory exercises: 12 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 120 h (45-minute sessions)
FMAN10	7.5	A	V	4	4	X	E1	Algebraic Structures		KS KE U W T			3 Lectures: 28 h (45-minute sessions) Exercises: 10 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 162 h (45-minute sessions)
EITN30	7.5	A	V	4	4	-	S	Internet Inside		KS KE U W T			3 Lectures: 10 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 28 h (45-minute sessions) Time with supervisor for projects: 2 h (45-minute sessions) Time for self studies: 160 h (45-minute sessions)
EITP20	7.5	A	V	4	4	X	E	Secure Systems Engineering		KS KE U T			3 Lectures: 26 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 4 h (45-minute sessions) Time for self studies: 170 h (45-minute sessions)
EITN45	7.5	A	V	4	4	X	E	Information Theory		KS KE U W T				4 Lectures: 26 h (45-minute sessions) Exercises: 14 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 160 h (45-minute sessions)
EDAF35	7.5	G2	V	4	4	X	E1	Operating Systems		KS KE U W T				4 Lectures: 28 h (45-minute sessions) Exercises: 8 h (45-minute sessions) Laboratory exercises: 8 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 165 h (45-minute sessions)
EITN70	7.5	A	V	5	4	X	E	Channel Coding for Reliable Communication		KS KE U W T		2 Lectures: 28 h (45-minute sessions) Exercises: 14 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 2 h (45-minute sessions) Time for self studies: 156 h (45-minute sessions)
EDAP15	7.5	A	V	4	4	X	E	Program Analysis	X The course is offered every other academic year and will next be offered in 2020/21.	KS KE U W T	Course on hold Course on hold: The course is not given this academic year, but is planned to be given next academic year.

EDAP15 Program Analysis: The course is offered every other academic year and will next be offered in 2020/21.

Elective Courses - C

Course Code Link to complete information about the course; study periods, programmes etc.	Credits	Cycle G1: Basic level G2: Upper basic level A: Advanced level	Year Study year the course belongs to according to normal study plan.	From year Students are permitted to read the course from this year of study.	S.Ex. stud. The course is suitable for incoming exchange students.	Language Language of the course: E: The course is given in English E1: The course is given in English upon request E2: The course may be given in English S: The course is given in Swedish	Course Name	Footnote	Links KS: Course syllabus in Swedish KE: Course syllabus in English U: Archive with course evaluations W: Course Web Page T: Examination schedule	sp1	sp2	sp3	sp4
FMAA60	7.5	G1	1	1	-	S	Introduction to Real Analysis		KS KE U W T	1 Lectures: 26 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 174 h (45-minute sessions)
EDAN90	7.5	A	4	4	X	E1	Advanced Project in Computer Science	X The course is given once per study period and is open for zero or more project areas each course instance. The prerequisites depend on the project area.	KS KE U W T	1 Lectures: 2 h (45-minute sessions) Exercises: 4 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 12 h (45-minute sessions) Time for self studies: 182 h (45-minute sessions)
EITF50	7.5	G2	4	4	X	E	An Introduction to Wireless Systems		KS KE U W T	1 Lectures: 18 h (45-minute sessions) Exercises: 18 h (45-minute sessions) Laboratory exercises: 12 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 152 h (45-minute sessions)
EDAN65	7.5	A	4	4	X	E1	Compilers		KS KE U W T	1 Lectures: 28 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 12 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 160 h (45-minute sessions)
EDAF80	7.5	G2	4	4	X	E	Computer Graphics		KS KE U W T	1 Lectures: 26 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 10 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 160 h (45-minute sessions)
IYT000	15	G2	4	3	-	S	Engineering Training Course		KS KE U W	1 Lectures: 0 h Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 400 h (45-minute sessions)
MIOA12	6	G1	4	4	-	S	Managerial Economics, Basic Course	X Only one of the courses MIO012, MIOA12 and MIOA01 may be included in a degree.	KS KE U W T	1 Lectures: 50 h (45-minute sessions) Exercises: 12 h (45-minute sessions) Laboratory exercises: 5 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 93 h (45-minute sessions)
FMSF15	7.5	G2	4	4	X	E	Markov Processes		KS KE U W T	1 Lectures: 26 h (45-minute sessions) Exercises: 16 h (45-minute sessions) Laboratory exercises: 6 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 140 h (45-minute sessions)
FRTN10	7.5	A	4	4	X	E1	Multivariable Control		KS KE U W T	1 Lectures: 30 h (45-minute sessions) Exercises: 30 h (45-minute sessions) Laboratory exercises: 12 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 128 h (45-minute sessions)
EITN60	7.5	A	4	4	X	E	Optimum and Adaptive Signal Processing		KS KE U W T	1 Lectures: 16 h (45-minute sessions) Exercises: 28 h (45-minute sessions) Laboratory exercises: 8 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 148 h (45-minute sessions)
ETSN05	7.5	A	4	4	-	S	Software Development for Large Systems		KS KE U W T	1 Lectures: 10 h (45-minute sessions) Exercises: 8 h (45-minute sessions) Laboratory exercises: 4 h (45-minute sessions) Time with supervisor for projects: 10 h (45-minute sessions) Time for self studies: 168 h (45-minute sessions)
FMIN25	7.5	A	4	4	-	S	Energy Systems Analysis: Energy, Environment and Natural Resources		KS KE U W T	1 Lectures: 18 h (45-minute sessions) Exercises: 6 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 76 h (45-minute sessions)	2 Lectures: 18 h (45-minute sessions) Exercises: 6 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 76 h (45-minute sessions)
FMAN70	6	A	4	4	X	E1	Matrix Theory		KS KE U W T	1 Lectures: 18 h (45-minute sessions) Exercises: 10 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 1 h (45-minute sessions) Time for self studies: 56 h (45-minute sessions)	2 Lectures: 12 h (45-minute sessions) Exercises: 4 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 1 h (45-minute sessions) Time for self studies: 58 h (45-minute sessions)
EDAN90	7.5	A	4	4	X	E1	Advanced Project in Computer Science	X The course is given once per study period and is open for zero or more project areas each course instance. The prerequisites depend on the project area.	KS KE U W T		2 Lectures: 2 h (45-minute sessions) Exercises: 4 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 12 h (45-minute sessions) Time for self studies: 182 h (45-minute sessions)
IYT000	15	G2	4	3	-	S	Engineering Training Course		KS KE U W		2 Lectures: 0 h Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 400 h (45-minute sessions)
ETSF10	7.5	G2	4	4	X	E1	Internet Protocols	X Elective course only for students admitted to the programme 2008 and before, and that do not take ETSF05 as a compulsory course.	KS KE U W T		2 Lectures: 13 h (45-minute sessions) Exercises: 6 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 4 h (45-minute sessions) Time for self studies: 177 h (45-minute sessions)
EXTQ40	7.5	A	4	4	-	E1	Introduction to Artificial Neural Networks and Deep Learning		KS KE U W T		2 Lectures: 34 h (45-minute sessions) Exercises: 10 h (45-minute sessions) Laboratory exercises: 30 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 126 h (45-minute sessions)
MIOA12	6	G1	4	4	-	S	Managerial Economics, Basic Course	X Only one of the courses MIO012, MIOA12 and MIOA01 may be included in a degree.	KS KE U W T		2 Lectures: 50 h (45-minute sessions) Exercises: 12 h (45-minute sessions) Laboratory exercises: 5 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 93 h (45-minute sessions)
FMSN45	7.5	A	4	4	X	E	Mathematical Statistics, Time Series Analysis		KS KE U W T		2 Lectures: 26 h (45-minute sessions) Exercises: 12 h (45-minute sessions) Laboratory exercises: 12 h (45-minute sessions) Time with supervisor for projects: 5 h (45-minute sessions) Time for self studies: 120 h (45-minute sessions)
FMAN40	3	A	4	4	X	E1	Project in Applied Mathematics		KS KE U W T		2 Lectures: 0 h Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 10 h (45-minute sessions) Time for self studies: 70 h (45-minute sessions)
FRTN40	7.5	A	4	4	X	E1	Project in Automatic Control		KS KE U W T		2 Lectures: 0 h Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 50 h (45-minute sessions) Time for self studies: 150 h (45-minute sessions)
TNSN01	7.5	A	4	4	X	E1	Service Robotics		KS KE U W T		2 Lectures: 12 h (45-minute sessions) Exercises: 6 h (45-minute sessions) Laboratory exercises: 15 h (45-minute sessions) Time with supervisor for projects: 15 h (45-minute sessions) Time for self studies: 150 h (45-minute sessions)
BMEN15	7.5	A	4	4	X	E	Signal Separation - Independent Components		KS KE U W T		2 Lectures: 14 h (45-minute sessions) Exercises: 28 h (45-minute sessions) Laboratory exercises: 8 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 150 h (45-minute sessions)
FMSN20	7.5	A	4	4	X	E	Spatial Statistics with Image Analysis		KS KE U W T		2 Lectures: 28 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 21 h (45-minute sessions) Time with supervisor for projects: 4 h (45-minute sessions) Time for self studies: 120 h (45-minute sessions)
EDAF45	7.5	G2	4	4	-	S	Software Development in Teams - Project		KS KE U W T		2 Lectures: 20 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 10 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 50 h (45-minute sessions)	3 Lectures: 2 h (45-minute sessions) Exercises: 16 h (45-minute sessions) Laboratory exercises: 48 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 54 h (45-minute sessions)
EDAN90	7.5	A	4	4	X	E1	Advanced Project in Computer Science	X The course is given once per study period and is open for zero or more project areas each course instance. The prerequisites depend on the project area.	KS KE U W T			3 Lectures: 2 h (45-minute sessions) Exercises: 4 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 12 h (45-minute sessions) Time for self studies: 182 h (45-minute sessions)
FMAF10	5	G2	4	4	-	S	Applied Mathematics - Linear systems	X Only one of the courses FMAF05 and FMAF10 may be included in a degree.	KS KE U W T			3 Lectures: 26 h (45-minute sessions) Exercises: 10 h (45-minute sessions) Laboratory exercises: 4 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 93 h (45-minute sessions)
FMAN85	6	A	4	4	X	E1	Computer Vision		KS KE U W T			3 Lectures: 26 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 2 h (45-minute sessions) Time for self studies: 132 h (45-minute sessions)
IYT000	15	G2	4	3	-	S	Engineering Training Course		KS KE U W			3 Lectures: 0 h Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 400 h (45-minute sessions)
FMAF35	6	G2	4	4	X	E1	Linear and Combinatorial Optimization		KS KE U W T			3 Lectures: 26 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 4 h (45-minute sessions) Time with supervisor for projects: 1 h (45-minute sessions) Time for self studies: 130 h (45-minute sessions)
MIOF25	6	G2	4	4	-	S	Managerial Economics, Advanced Course		KS KE U W T			3 Lectures: 36 h (45-minute sessions) Exercises: 14 h (45-minute sessions) Laboratory exercises: 8 h (45-minute sessions) Time with supervisor for projects: 1 h (45-minute sessions) Time for self studies: 101 h (45-minute sessions)
MIOA01	9	G1	4	4	-	S	Managerial Economics, Basic Course	X Only one of the courses MIO012, MIOA12 and MIOA01 may be included in a degree.	KS KE U W T			3 Lectures: 60 h (45-minute sessions) Exercises: 12 h (45-minute sessions) Laboratory exercises: 5 h (45-minute sessions) Time with supervisor for projects: 1 h (45-minute sessions) Time for self studies: 162 h (45-minute sessions)
FMAF01	7	G2	4	4	-	E1	Mathematics - Analytic Functions		KS KE U W T			3 Lectures: 42 h (45-minute sessions) Exercises: 24 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 1 h (45-minute sessions) Time for self studies: 128 h (45-minute sessions)
FMNF05	6	G2	4	4	X	E1	Numerical Analysis		KS KE U W T			3 Lectures: 48 h (45-minute sessions) Exercises: 12 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 3 h (45-minute sessions) Time for self studies: 100 h (45-minute sessions)
ETIA10	7.5	G1	4	4	X	E	Patent and Intellectual Property Rights		KS KE U W T			3 Lectures: 28 h (45-minute sessions) Exercises: 6 h (45-minute sessions) Laboratory exercises: 3 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 160 h (45-minute sessions)
BMEN20	7.5	A	4	4	X	E1	Project Course in Signal Processing – from Idea to App		KS KE U W T			3 Lectures: 8 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 12 h (45-minute sessions) Time with supervisor for projects: 8 h (45-minute sessions) Time for self studies: 172 h (45-minute sessions)
FMSN35	7.5	A	4	4	X	E	Stationary and Non-stationary Spectral Analysis	X The course is offered every other academic year and will be given in 2019/20, 2021/22.	KS KE U W T			3 Lectures: 18 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 5 h (45-minute sessions) Time for self studies: 170 h (45-minute sessions)
FMIN20	7.5	A	4	4	-	S	Energy Systems Analysis: Renewable Sources of Energy		KS KE U W T			3 Lectures: 28 h (45-minute sessions) Exercises: 12 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 1 h (45-minute sessions) Time for self studies: 92 h (45-minute sessions)	4 Lectures: 14 h (45-minute sessions) Exercises: 4 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 1 h (45-minute sessions) Time for self studies: 48 h (45-minute sessions)
EITA05	4.5	G1	4	4	-	S	History of Technology		KS KE U W T			3 Lectures: 14 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 40 h (45-minute sessions)	4 Lectures: 14 h (45-minute sessions) Exercises: 7 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 40 h (45-minute sessions)
FRTN15	7.5	A	4	4	X	E1	Predictive Control		KS KE U W T			3 Lectures: 28 h (45-minute sessions) Exercises: 18 h (45-minute sessions) Laboratory exercises: 12 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 70 h (45-minute sessions)	4 Lectures: 0 h Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 16 h (45-minute sessions) Time for self studies: 70 h (45-minute sessions)
FRTN01	10	A	4	4	X	E	Real-Time Systems		KS KE U W T			3 Lectures: 28 h (45-minute sessions) Exercises: 18 h (45-minute sessions) Laboratory exercises: 4 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 90 h (45-minute sessions)	4 Lectures: 6 h (45-minute sessions) Exercises: 4 h (45-minute sessions) Laboratory exercises: 8 h (45-minute sessions) Time with supervisor for projects: 8 h (45-minute sessions) Time for self studies: 90 h (45-minute sessions)
MAMF21	7.5	G2	4	4	-	S	Working Environment, Occupational Health and Safety		KS KE U W T			3 Lectures: 10 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 30 h (45-minute sessions) Time for self studies: 65 h (45-minute sessions)	4 Lectures: 0 h Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 30 h (45-minute sessions) Time for self studies: 65 h (45-minute sessions)
EDAN90	7.5	A	4	4	X	E1	Advanced Project in Computer Science	X The course is given once per study period and is open for zero or more project areas each course instance. The prerequisites depend on the project area.	KS KE U W T				4 Lectures: 2 h (45-minute sessions) Exercises: 4 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 12 h (45-minute sessions) Time for self studies: 182 h (45-minute sessions)
BMEN01	7.5	A	4	4	X	E1	Biomedical Signal Processing		KS KE U W T				4 Lectures: 14 h (45-minute sessions) Exercises: 14 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 7 h (45-minute sessions) Time for self studies: 165 h (45-minute sessions)
IYT000	15	G2	4	3	-	S	Engineering Training Course		KS KE U W				4 Lectures: 0 h Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 400 h (45-minute sessions)
KIIF01	7.5	G2	4	4	X	E1	Industrial Environmental Management		KS KE U W T				4 Lectures: 28 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 32 h (45-minute sessions) Time for self studies: 80 h (45-minute sessions)
MIOF20	6	G2	4	4	-	S	Management Organization		KS KE U W T				4 Lectures: 42 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 14 h (45-minute sessions) Time with supervisor for projects: 1 h (45-minute sessions) Time for self studies: 104 h (45-minute sessions)
MAMN30	7.5	A	4	4	-	S	Management, Work Organisation and Project Management		KS KE U W T				4 Lectures: 30 h (45-minute sessions) Exercises: 14 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 14 h (45-minute sessions) Time for self studies: 142 h (45-minute sessions)
MIOF25	6	G2	4	4	-	S	Managerial Economics, Advanced Course		KS KE U W T				4 Lectures: 36 h (45-minute sessions) Exercises: 14 h (45-minute sessions) Laboratory exercises: 8 h (45-minute sessions) Time with supervisor for projects: 1 h (45-minute sessions) Time for self studies: 101 h (45-minute sessions)
FMAF05	7	G2	4	4	-	E1	Mathematics - Systems and Transforms	X Only one of the courses FMAF05 and FMAF10 may be included in a degree.	KS KE U W T				4 Lectures: 40 h (45-minute sessions) Exercises: 16 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 1 h (45-minute sessions) Time for self studies: 130 h (45-minute sessions)
FMAN40	3	A	4	4	X	E1	Project in Applied Mathematics		KS KE U W T				4 Lectures: 0 h Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 10 h (45-minute sessions) Time for self studies: 70 h (45-minute sessions)
ETIF10	7.5	G2	4	4	X	E1	Signal Processing - Design and Implementation		KS KE U W T				4 Lectures: 22 h (45-minute sessions) Exercises: 22 h (45-minute sessions) Laboratory exercises: 8 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 148 h (45-minute sessions)
EITN35	7.5	A	5	4	X	E1	Advanced Course in Electrical and Information Technology	X The course starts only after agreement with the department. The course is not linked to any specific study period. The information on hours depends on the course running over a study period. Individual study plans are to be set up and approved.	KS KE U W T	1 Lectures: 0 h Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 200 h (45-minute sessions)
FMAN20	7.5	A	5	4	X	E1	Image Analysis		KS KE U W T	1 Lectures: 32 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 2 h (45-minute sessions) Time for self studies: 166 h (45-minute sessions)
MION25	7.5	A	5	4	-	S	Technology Strategy		KS KE U W T	1 Lectures: 36 h (45-minute sessions) Exercises: 8 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 3 h (45-minute sessions) Time for self studies: 153 h (45-minute sessions)
EITN21	7.5	A	5	4	X	E	Project in Wireless Communication		KS KE U W T	1 Lectures: 10 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 12 h (45-minute sessions) Time for self studies: 78 h (45-minute sessions)	2 Lectures: 4 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 24 h (45-minute sessions) Time for self studies: 72 h (45-minute sessions)
FRTN35	7.5	A	5	4	X	E1	System Identification		KS KE U W T	1 Lectures: 28 h (45-minute sessions) Exercises: 14 h (45-minute sessions) Laboratory exercises: 14 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 70 h (45-minute sessions)	2 Lectures: 0 h Exercises: 0 h Laboratory exercises: 14 h (45-minute sessions) Time with supervisor for projects: 0 h Time for self studies: 70 h (45-minute sessions)
EITN35	7.5	A	5	4	X	E1	Advanced Course in Electrical and Information Technology	X The course starts only after agreement with the department. The course is not linked to any specific study period. The information on hours depends on the course running over a study period. Individual study plans are to be set up and approved.	KS KE U W T		2 Lectures: 0 h Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 200 h (45-minute sessions)
INNA01	7.5	G1	5	5	X	E	Entrepreneurship - how to Build a Scalable Start-up		KS KE U W T		2 Lectures: 20 h (45-minute sessions) Exercises: 42 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 145 h (45-minute sessions)
MIOF15	7.5	G2	5	4	-	S	Marketing		KS KE U W T		2 Lectures: 34 h (45-minute sessions) Exercises: 6 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 6 h (45-minute sessions) Time for self studies: 154 h (45-minute sessions)
FMAN30	7.5	A	5	4	X	E1	Medical Image Analysis		KS KE U W T		2 Lectures: 32 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 3 h (45-minute sessions) Time for self studies: 165 h (45-minute sessions)
EDAN80	9	A	5	4	-	S	Coaching of Programming Teams		KS KE U W T		2 Lectures: 14 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 26 h (45-minute sessions)	3 Lectures: 14 h (45-minute sessions) Exercises: 16 h (45-minute sessions) Laboratory exercises: 48 h (45-minute sessions) Time with supervisor for projects: 4 h (45-minute sessions) Time for self studies: 118 h (45-minute sessions)
EITN35	7.5	A	5	4	X	E1	Advanced Course in Electrical and Information Technology	X The course starts only after agreement with the department. The course is not linked to any specific study period. The information on hours depends on the course running over a study period. Individual study plans are to be set up and approved.	KS KE U W T			3 Lectures: 0 h Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 200 h (45-minute sessions)
EITN35								X The course starts only after agreement with the department. The course is not linked to any specific study period. The information on hours depends on the course running over a study period. Individual study plans are to be set up and approved.					4 Lectures: 0 h Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 200 h (45-minute sessions)
EDAN35	7.5	A	4	4	X	E	High Performance Computer Graphics	X The course is cancelled in the academic year 2019/20 but is planned to be given in 2020/2021.	KS KE U W T	Course on hold Course on hold: The course is not given this academic year, but is planned to be given next academic year.

EDAN90 Advanced Project in Computer Science: The course is given once per study period and is open for zero or more project areas each course instance. The prerequisites depend on the project area.

MIOA12 Managerial Economics, Basic Course: Only one of the courses MIO012, MIOA12 and MIOA01 may be included in a degree.

ETSF10 Internet Protocols: Elective course only for students admitted to the programme 2008 and before, and that do not take ETSF05 as a compulsory course.

FMAF10 Applied Mathematics - Linear systems: Only one of the courses FMAF05 and FMAF10 may be included in a degree.

MIOA01 Managerial Economics, Basic Course: Only one of the courses MIO012, MIOA12 and MIOA01 may be included in a degree.

FMSN35 Stationary and Non-stationary Spectral Analysis: The course is offered every other academic year and will be given in 2019/20, 2021/22.

FMAF05 Mathematics - Systems and Transforms: Only one of the courses FMAF05 and FMAF10 may be included in a degree.

EITN35 Advanced Course in Electrical and Information Technology: The course starts only after agreement with the department. The course is not linked to any specific study period. The information on hours depends on the course running over a study period. Individual study plans are to be set up and approved.

EDAN35 High Performance Computer Graphics: The course is cancelled in the academic year 2019/20 but is planned to be given in 2020/2021.

Externally Elective Courses - C

Course Code Link to complete information about the course; study periods, programmes etc.	Credits	Cycle G1: Basic level G2: Upper basic level A: Advanced level	Year Study year the course belongs to according to normal study plan.	From year Students are permitted to read the course from this year of study.	S.Ex. stud. The course is suitable for incoming exchange students.	Language Language of the course: E: The course is given in English E1: The course is given in English upon request E2: The course may be given in English S: The course is given in Swedish	Course Name	Footnote	Links KS: Course syllabus in Swedish KE: Course syllabus in English U: Archive with course evaluations W: Course Web Page T: Examination schedule	sp1	sp2	sp3	sp4
EXTA10	3	G1	2	2	-	S	Introduction to Chinese Society, Culture and Language	X EXTA10 counts as an external elective course in the degree requirements for students admitted autumn 2011 and later.	KS KE U W T	1 Lectures: 0 h Exercises: 16 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 24 h (45-minute sessions)	2 Lectures: 0 h Exercises: 16 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 24 h (45-minute sessions)
EXTA35	15	G1	2	2	-	S	Introductory Course in Chinese for Engineers	X EXTA35 counts as an external elective course in the degree requirements for students admitted autumn 2011 and later.	KS KE U W T			3 Lectures: 0 h Exercises: 40 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 160 h (45-minute sessions)	4 Lectures: 0 h Exercises: 35 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 170 h (45-minute sessions)
EXTF60	15	G2	3	3	-	E	Introductory Course in Chinese for Engineers, Part 2	X EXTF60 counts as an external elective course in the degree requirements for students admitted autumn 2011 and later.	KS KE U W T	1 Lectures: 0 h Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 200 h (45-minute sessions)	2 Lectures: 0 h Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 200 h (45-minute sessions)
GEMA20	7.5	G1	4	1	-	E	English for Engineers	X LTH common courses (courses where the course code begins with GEM) counts as external elective courses in the degree requirements for students admitted autumn 2011 and later.	KS KE U W T	1 Lectures: 30 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 70 h (45-minute sessions)	2 Lectures: 20 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 80 h (45-minute sessions)
GEMA25	7.5	G1	4	1	-	S	German for Engineers	X LTH common courses (courses where the course code begins with GEM) counts as external elective courses in the degree requirements for students admitted autumn 2011 and later.	KS KE U W T	1 Lectures: 0 h Exercises: 40 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 60 h (45-minute sessions)	2 Lectures: 0 h Exercises: 40 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 60 h (45-minute sessions)
GEMA70	15	G1	4	1	-	S	Japanese for Engineers	X LTH common courses (courses where the course code begins with GEM) counts as external elective courses in the degree requirements for students admitted autumn 2011 and later.	KS KE U W T	1 Lectures: 0 h Exercises: 34 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 165 h (45-minute sessions)	2 Lectures: 0 h Exercises: 32 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 165 h (45-minute sessions)
GEMA65	7.5	G1	4	1	-	S	Chinese for Engineers	X LTH common courses (courses where the course code begins with GEM) counts as external elective courses in the degree requirements for students admitted autumn 2011 and later.	KS KE U W T			3 Lectures: 0 h Exercises: 20 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 80 h (45-minute sessions)	4 Lectures: 0 h Exercises: 20 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 80 h (45-minute sessions)
GEMA20	7.5	G1	4	1	-	E	English for Engineers	X LTH common courses (courses where the course code begins with GEM) counts as external elective courses in the degree requirements for students admitted autumn 2011 and later.	KS KE U W T			3 Lectures: 30 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 70 h (45-minute sessions)	4 Lectures: 20 h (45-minute sessions) Exercises: 0 h Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 80 h (45-minute sessions)
GEMA01	7.5	G1	4	1	-	S	French for Engineers: Language, Culture and Society, First Course	X LTH common courses (courses where the course code begins with GEM) counts as external elective courses in the degree requirements for students admitted autumn 2011 and later.	KS KE U W T			3 Lectures: 0 h Exercises: 26 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 74 h (45-minute sessions)	4 Lectures: 0 h Exercises: 26 h (45-minute sessions) Laboratory exercises: 0 h Time with supervisor for projects: 0 h Time for self studies: 74 h (45-minute sessions)

EXTA10 Introduction to Chinese Society, Culture and Language: EXTA10 counts as an external elective course in the degree requirements for students admitted autumn 2011 and later.

EXTA35 Introductory Course in Chinese for Engineers: EXTA35 counts as an external elective course in the degree requirements for students admitted autumn 2011 and later.

EXTF60 Introductory Course in Chinese for Engineers, Part 2: EXTF60 counts as an external elective course in the degree requirements for students admitted autumn 2011 and later.

GEMA20 English for Engineers: LTH common courses (courses where the course code begins with GEM) counts as external elective courses in the degree requirements for students admitted autumn 2011 and later.

GEMA25 German for Engineers: LTH common courses (courses where the course code begins with GEM) counts as external elective courses in the degree requirements for students admitted autumn 2011 and later.

GEMA70 Japanese for Engineers: LTH common courses (courses where the course code begins with GEM) counts as external elective courses in the degree requirements for students admitted autumn 2011 and later.

GEMA65 Chinese for Engineers: LTH common courses (courses where the course code begins with GEM) counts as external elective courses in the degree requirements for students admitted autumn 2011 and later.

GEMA01 French for Engineers: Language, Culture and Society, First Course: LTH common courses (courses where the course code begins with GEM) counts as external elective courses in the degree requirements for students admitted autumn 2011 and later.

Bachelor's Projects - C

The list contains the bachelor's projects that are included in the C programme.

Course Code	Credits	Course Name	Links KS: Course syllabus in Swedish KE: Course syllabus in English U: Archive with course evaluations W: Course Web Page T: Examination schedule
FRTL01	15	Bachelor Project in Automatic Control	KS KE U
EXTL03	15	Bachelor Project in Cognition Science	KS KE U
EDAL01	15	Bachelor Project in Computer Science	KS KE U W
EITL01	15	Bachelor Project in Electrical and Information Technology	KS KE U W
MAML15	15	Bachelor Project in Interaction Design	KS KE U
FMSL01	15	Bachelor Project in Mathematical Statistics	KS KE U W
FMAL01	15	Bachelor Project in Mathematics	KS KE U

Degree Projects - C

The list contains the degree project courses that are included in the C programme.

Course Code	Credits	Course Name	Links KS: Course syllabus in Swedish KE: Course syllabus in English U: Archive with course evaluations W: Course Web Page T: Examination schedule
FRTM01	30	Degree Project in Automatic Control	KS KE U W
EXTM15	30	Degree Project in Cognition Science	KS KE U
EDAM05	30	Degree Project in Computer Sciences for Engineers	KS KE U W
EITM01	30	Degree Project in Electrical and Information Technology	KS KE U W
MAMM01	30	Degree Project in Interaction Design	KS KE U W
FMSM01	30	Degree Project in Mathematical Statistics for Engineers	KS KE U W
FMAM05	30	Degree Project in Mathematics for Engineers	KS KE U
PHYM01	30	Degree Project in Physics	KS KE U W
MIOM05	30	Degree Project in Production Management	KS KE U W
TNSM01	30	Degree Project in Rehabilitation Engineering	KS KE U W

LTH Courses

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