Important Information

Die Prüfungen am 13. August finden am Fraunhofer FKIE Institut ab 11 Uhr statt (undefinedAnfahrt). Alle Studenten sind herzlich zum SDF Sommerfest im Anschluss an die Prüfungen eingeladen.

Bitte registrieren Sie sich für einen Zeit-Slot per Email an Felix Govaers.

Lecture: Einführung in die Sensordatenfusion

Sensor data fusion is an omnipresent phenomenon that existed prior to its technological realization or the scientific reaction on it. In fact, all living creatures, including human beings, by nature or intuitively perform sensor data fusion. Each in their own way, they combine or fuse sensations provided by different and mutually complementary sense organs with knowledge learned from previous experiences and communications from other creatures. As a result, they produce a mental picture of their individual environment, the basis of behaving appropriately in their struggle to avoid harm or successfully reach a particular goal in a given situation. Sensor Data Fusion is the process of combining incomplete and imperfect pieces of mutually complementary sensor information in such a way that a better understanding of an underlying real-world phenomenon is achieved. Typically, this insight is either unobtainable otherwise or a fusion result exceeds what can be produced from a single sensor output in accuracy, relia- bility, or cost. Appropriate collection, registration and alignment, stochastic filtering, logical analysis, space-time integration, exploitation of redundancies, quantitative evaluation, and appropriate display are part of Sensor Data Fusion as well as the integration of related context information. Today, Sensor Data Fusion is evolving at a rapid pace and present in countless everyday systems and civilian products.

Course:

Exercises:

Other:

  • Term: Bachelor
  • Requirements:
  • Faculty:
  • Effort: 2L+2E / 6CP
  • Exams: Information on the exams can be found in the Introduction Slides which are offered for download below. If you have further questions, please contact felix.govaers@fkie.fraunhofer.de.

Downloads

The slides and other downloads are available from within the university or via passwort. The password is announced or can be requested at lectureSDF@fkie.fraunhofer.de

Slides

DateSlides
15.04.2015undefinedLecture 1
22.04.2015undefinedLecture 2
29.04.2015undefinedLecture 3
06.05.2014undefinedLecture 4
13.05.2015undefinedLecture 5
03.06.2015undefinedLecture 6
10.06.2015undefinedLecture 7
17.06.2015undefinedLecture 8
01.07.2015undefinedLecture 9
15.07.2015undefinedLecture 11

Exercise Sheets

DateFile
03.06.2015undefinedExercise Sheet 1

 

 

Exercise

Die Programmieraufgabe vom 06.05.2015 muss zur Prüfungszulassung am 08.07.2015 (zur Vorlesungszeit) vorgestellt werden. Die Programmiersprache kann frei gewählt werden, es eignen sich beispielsweise Matlab, Python oder Scala sehr gut. Bei Fragen können Sie sich an Felix Govaers wenden.

Additional Information

Die Vorlesung und weiterführende Themen werden in undefineddiesem Buch diskutiert.

Scala Tutorial