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E DSP1 Digital Signal Processing 1 ( forår 2011 - 10 ECTS )

Rammer for udbud

  • Uddannelsessprog: engelsk (eller dansk)
  • Niveau: B.Sc. engineering
  • Semester/kvarter: 4 th semester
  • Timer per uge: 6
  • Deltagerbegrænsning: -
  • Undervisningssted: Herning
  • Hovedområde: Det Samfundsvidenskabelige Fakultet
  • Udbud ID: 26418

Formål

 

The objective of the course is to provide the student with basic knowledge about digital signal processing and the mathematic methods used within this field with emphasis on discrete filter technology, frequency analysis and synthesis

In addition, the objective is to enable the student to give an account of this knowledge and use this knowledge in terms of constructing algorithms and hardware used for signal processing.

Indhold

 

  • - To provide the student with skills of how to make use of discrete methods by solving
    scientific and engineering problems, particularly within the low voltage engineering.

  • - On the basis of given requirements to transmission function, the student must be able to:

  • synthesise a filter algorithm
  • - choose appropriate hardware, thus realising the algorithm.
  • To give the student knowledge about IT methods by analysis, synthesis and development of discrete systems. 
  • To make the students capable of completing a construction based on digital signal processing.
  • To practise specific mathematical disciplines with the student.

Personlig udvikling

 

The student must be able to make results independently and in teams.

Faglige forudsætninger

All first year courses must be passed

Underviser

Torben W. Knudsen a.o.

Undervisnings- og arbejdsform

 

The teaching and work methods will be a combination of the following:

Lecture, self-study, tutorials and project- and problem-oriented instruction

(if there are only Danish-speaking students)

Litteratur

 

J.G. Proakis/D.G. Manolakis: Digital Signal Processing - Principles, Algorithms and Applications.

Additional literature must be expected during the course.

The latest research results are included in the course. A list of relevant papers is added to the reading list.

Læringsmetoder i %

25 %              Lecture                                                                        

5 %                Self-study                                                                    

20 %              Tutorials                                                               

10 %              Project- and problem-oriented instruction

40 %              Preparation for the course

Pensum

 

1. Discrete signals and systems:
Definitions
Rules of operation
Applications
Ideal sampling A/D
Reconstruction D/A

2. Frequency characteristic of a digital filter: Amplitude characteristic
Phase characteristic
Group run-time

3. Implementation of discrete systems:
Signal graph
Quantisation
Noise

4. Design of IIR filters: Bilinear z-transformation

5. Design of FIR filters - Window method

6. Exercises: Use of spectrum analyser (FFT; fast Fourier transform)

7. Home assignments: Home assignments are submitted as agreed with the teacher.

IT-færdigheder

 

Programme                                                Level (0 - 6)

MathCAD                                                  (5)

Word                                                         (5)

Beståelseskrav

 

The mark required to pass this course: 02 or above on the 7-step scale.

The work carried out during the course must be approved continuously.

Assignments must be prepared as required and approved.

Kriterier for målopnåelse

- The student can structure and use the concrete methods by solving scientific and engineering problems, particularly within linear processing of discrete signals.
  
-  On the basis of given requirements, the student should be able to structure and use a filter algorithm on appropriate hardware, thus realising the algorithm.

-  The student can structure and use IT methods by analysis, synthesis and development of discrete systems.

-  The student can complete a construction based on digital signal processing.

-  The student has a good understanding of specific mathematic disciplines.

Studieordning og bedømmelse

E-ingeniøruddannelse (Powerline Communications)

  • Mundtlig + praktisk ind., bedømt efter 7-skala med ekstern censur

E-ingeniøruddannelse (Vindteknisk linie)

  • Mundtlig + praktisk ind., bedømt efter 7-skala med ekstern censur

E-ingeniøruddannelsen (IKT)

  • Mundtlig + praktisk ind., bedømt efter 7-skala med ekstern censur

E-ingeniøruddannelsen (Interactive Systems Design)

  • Mundtlig + praktisk ind., bedømt efter 7-skala med ekstern censur

E-ingeniøruddannelsen (Reguleringsteknisk linie)

  • Mundtlig + praktisk ind., bedømt efter 7-skala med ekstern censur

Elektronikingeniøruddannelsen

  • Hj.opg. + mdt. ind., bedømt efter 7-skala med ekstern censur


Course work and discussions.

Oral exam, external censorship