700.698 (23S) Research Seminar in HW/SW Aspects of Machine Learning for Smart Systems and Communications
Overview
- 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 50%
- Hours per Week 2.0
- ECTS credits 4.0
- Registrations 6 (40 max.)
- Organisational unit
- Language of instruction English
- Course begins on 07.03.2023
- eLearning Go to Moodle course
Time and place
List of events is loading...
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 after discussion and joint selection to match student background and interest.
- The project can be about analysis/simulation, or programming, or prototyping.
- Weekly meetings will be arranged to track activity and provide support.
Course content
- Selected topic in the domain of communication systems: algorithms, protocols, 5G, localization, power line communications, information theory.
- Selected topics in smart systems: smart homes, smart grids, smart cars.
- Selected topics in robotics: UAV, mechanical systems, industry automation.
Prior knowledge expected
Prior knowledge in at least one of the following domains:
- Programming
- System modeling / control
- Communication systems
- Signal processing
- Machine learning
- Circuits and systems
- Robotics
Link to further information
www.andreatonello.comExamination 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.
Examination methodology
- Mid term presentation about the project status development
- Final presentation
- Final report
Examination topic(s)
- Topic of the developed projcet
Assessment criteria / Standards of assessment for examinations
- Questions on the report and presentation
Grading scheme
Grade / Grade grading schemePosition 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)
-
Research Seminar aus einem Bereich der Informationstechnik (
0.0h SE / 4.0 ECTS)
-
Subject: Information and Communications Engineering: Supplements (NC, ASR)
(Compulsory elective)
- 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)
-
Research Seminar aus einem Bereich der Informationstechnik (
0.0h SE / 4.0 ECTS)
-
Subject: Information and Communications Engineering: Supplements (NC, ASR)
(Compulsory elective)
- Masterstudium Information and Communications Engineering (ICE)
(SKZ: 488, Version: 22W.1)
-
Subject: Information and Communicatons Enginnering: Supplements
(Compulsory elective)
-
1.3a 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)
-
1.3a Research Seminar aus einem Bereich der Informationstechnik (
0.0h SE / 4.0 ECTS)
-
Subject: Information and Communicatons Enginnering: Supplements
(Compulsory elective)
- Masterstudium Information and Communications Engineering (ICE)
(SKZ: 488, Version: 22W.1)
-
Subject: ICE- Supplements
(Compulsory elective)
-
2.3a 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)
-
2.3a Research Seminar aus einem Bereich der Informationstechnik (
0.0h SE / 4.0 ECTS)
-
Subject: ICE- Supplements
(Compulsory elective)
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)
-
Wintersemester 2022/23
- 700.698 SE Research Seminar in Machine Learning for Embedded Systems and Communication (2.0h / 4.0ECTS)
-
Sommersemester 2022
- 700.698 SE Research Seminar in HW/SW Aspects of Machine Learning for Smart Systems and Communications (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)