700.698 (22S) Research Seminar in HW/SW Aspects of Machine Learning for Smart Systems and Communications

Sommersemester 2022

Registration deadline has expired.

First course session
01.03.2022 14:30 - 16:30 B04.1.04 On Campus
... no further dates known

Overview

Due to the COVID-19 pandemic, it may be necessary to make changes to courses and examinations at short notice (e.g. cancellation of attendance-based courses and switching to online examinations).

For further information regarding teaching on campus, please visit: https://www.aau.at/en/corona.
Lecturer
Course title german Research Seminar in HW/SW Aspects of Machine Learning for Smart Systems and Communications
Type Seminar (continuous assessment course )
Course model Blended learning course
Online proportion 80%
Hours per Week 2.0
ECTS credits 4.0
Registrations 6 (40 max.)
Organisational unit
Language of instruction English
Course begins on 01.03.2022
eLearning Go to Moodle course

Time and place

Please note that the currently displayed dates may be subject to change due to COVID-19 measures.
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Course Information

Intended learning outcomes

  • Learning about machine learning and its application on smart systems and communications
  • learning about HW and or SW aspects, as complexity, latency, robustness,  etc.
  • Improving programming skills using Python, or C, or Matlab
  • Improve hands-on-experience learning
  • Get introduced to literature research
  • Improve presentation and writing skills

Teaching methodology including the use of eLearning tools

  • The student will be given an assignment/small project on one of the topics.
  • The project can be about  analysis/simulation or programming or prototyping.  

Course content

  • Selected topic in the domain of communication systems: algorithms, protocols, 5G, localization, power line communications, information theory. 
  • Selected topics in smart sytems: smart homes, smart grids, smart cars, UAVs..

Prior knowledge expected

  • Programming
  • Communication systems
  • Signal processing
  • Circuits and systems

Link to further information

www.andreatonello.com

Examination information

Im Fall von online durchgeführten Prüfungen sind die Standards zu beachten, die die technischen Geräte der Studierenden erfüllen müssen, um an diesen Prüfungen teilnehmen zu können.

Grading scheme

Grade / Grade grading scheme

Position in the curriculum

  • Masterstudium Information and Communications Engineering (ICE) (SKZ: 488, Version: 15W.1)
    • Subject: Information and Communications Engineering: Supplements (NC, ASR) (Compulsory elective)
      • Research Seminar aus einem Bereich der Informationstechnik ( 0.0h SE / 4.0 ECTS)
        • 700.698 Research Seminar in HW/SW Aspects of Machine Learning for Smart Systems and Communications (2.0h SE / 4.0 ECTS)
  • Masterstudium Information and Communications Engineering (ICE) (SKZ: 488, Version: 15W.1)
    • Subject: Information and Communications Engineering: Supplements (NC, ASR) (Compulsory elective)
      • Research Seminar aus einem Bereich der Informationstechnik ( 0.0h SE / 4.0 ECTS)
        • 700.698 Research Seminar in HW/SW Aspects of Machine Learning for Smart Systems and Communications (2.0h SE / 4.0 ECTS)

Equivalent courses for counting the examination attempts

Sommersemester 2024
  • 700.698 SE Research Seminar in HW/SW Aspects of Machine Learning for Smart Systems and Communications (2.0h / 4.0ECTS)
Wintersemester 2023/24
  • 700.698 SE Research Seminar in Machine Learning for Embedded Systems and Communication (2.0h / 4.0ECTS)
Sommersemester 2023
  • 700.698 SE Research Seminar in HW/SW Aspects of Machine Learning for Smart Systems and Communications (2.0h / 4.0ECTS)
Wintersemester 2022/23
  • 700.698 SE Research Seminar in Machine Learning for Embedded Systems and Communication (2.0h / 4.0ECTS)
Wintersemester 2021/22
  • 700.698 SE Research Seminar in Machine Learning for Embedded Systems and Communication (2.0h / 4.0ECTS)
Sommersemester 2021
  • 700.698 SE Research Seminar in Machine Learning for Embedded Systems and Communication (2.0h / 4.0ECTS)
Wintersemester 2020/21
  • 700.698 SE Research Seminar in Embedded Communication Systems (2.0h / 4.0ECTS)
Sommersemester 2020
  • 700.698 SE Research Seminar in Embedded Communication Systems (2.0h / 4.0ECTS)
Sommersemester 2019
  • 700.698 SE Research Seminar in Embedded Communication Systems (2.0h / 4.0ECTS)
Sommersemester 2018
  • 700.698 SE Research Seminar in Embedded Communication Systems (2.0h / 4.0ECTS)
Wintersemester 2017/18
  • 700.698 SE Research Seminar in Embedded Communication Systems (2.0h / 4.0ECTS)
Sommersemester 2016
  • 700.698 SE Research Seminar in Embedded Communication Systems (2.0h / 4.0ECTS)
Sommersemester 2015
  • 700.698 SE Research Seminar in Embedded Systems and Signal Processing (2.0h / 6.0ECTS)
Wintersemester 2014/15
  • 700.698 SE Research Seminar in Embedded Systems and Signal Processing (2.0h / 6.0ECTS)
Wintersemester 2012/13
  • 700.698 SE Research Seminar in Embedded Systems and Signal Processing (2.0h / 6.0ECTS)