Marco Gunia

Marco Gunia © Marco Gunia

Group Leader

Name

Mr Dr.-Ing. Dipl.-Inf. Marco Gunia

Positioning and Sensor Systems

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Organization Name

Chair for Circuit Design and Network Theory

Chair for Circuit Design and Network Theory

Address work

Visitor address:

Barkhausenbau, Room: 212 Helmholtzstraße 18

01069 Dresden

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work Tel.
fax Fax
+49 351 463-38736

Education

  • 2023                      Dissertation in Electrical Engineering (TU Dresden)

    • Dissertation "Analyse und Design verschiedenartiger Positionierungssysteme, deren Zusammenführung sowie Vorhersage zukünftiger Positionen und Trajektorien"

  • Since 2014           Research associate at the Chair for Circuit Design and Network Theory (Faculty of Electrical And Computer Engineering)

  • 2010-2013            Research associate at the Chair of VLSI Design, Diagnostics and Architecture (Faculty of Computer Science)

  • 2006-2014            Diploma in Electrical Engineering (TU Dresden)
    • Diploma thesis "Erweiterung der Trace-Hardware eines Mikroprozessors für die Fehlerinjektion und Fehlerbeobachtung"
  • 2002-2009            Diploma in Computer Science (TU Dresden)
    • Diploma thesis "Analyse der Maßstabilität des 36nm Double Patterning Processes" (Qimonda Dresden)

Publications

32 Entries

2017

2016

2015

2014

Logo Research Information System This information is provided by the FIS.

Teaching

Theory- and Lab-Tutorials for lecture Integrated Circuits for Broadband Communications.

Tasks and Projects

  • Head of group Positioning and Sensor Systems (PSS)
  • Design for energy-efficient secondary radar system for pedestrian detection at street intersections [5.8 GHz] (Project: DistriMuSe)

Completed Projects

  • Radar system design for pedestrian detection at street intersections [76 GHz, 81 GHz] (Project: NextPerception)
  • Specification and system design for FMCW-radar [76 GHz, 81 GHz] (Project: IPCEI)
  • Design of the hazard identification module for real-time wireless communication between vehicles and infrastructure (Project: FastTraffic)
  • System design and simulation for seamless hybrid positioning system (Project: MAGELLAN)
  • Setup of von Bachelor and Master study programs in Central Asia  (Project: HEICA)

Topics for Student (SA) / Project (PA) / Bachelor (BA) / Diploma (DA) / Master (MA) Thesis

  • Comparison of the Angle of Arrival based positioning system, developed at the chair, with respect to a commercial system, designed by the company Metirionic (SA/BA/PA)

    Sub tasks:
    • Becoming acquainted with both systems (the work will be conducted in close cooperation with Metirionic).
    • Comparison of both systems with respect to possible improvements.

  • Extension of a FMCW primary radar system based on off-the-shelf components regarding implementing the receiving path (SA/BA/PA)

    Sub tasks:

    • Familiarization with FMCW, the already available sending path (PLL - filter - VCO) and research on receiving architectures.
    • Design of the receiving path based on off-the-shelf components, PCB design and test.
  • Design of an accurate positioning system by means of the Channel State Information (CSI) of commercial WiFi network cards (SA/BA/PA)

    Sub tasks:
    • Putting a Linux base station into operation with the help of the Intel 5300 chips
    • Implementation of Angle-of-Arrival Ansatzes by means of the MUSIC algorithm

Ongoing Thesis

Completed Thesis

2024

  • Hagen Fuhrmann (SA): Analyse und Entwurf von Doherty Verstärkern im Hinblick auf eine Optimierung durch maschinelles Lernen (supervision together with Robert Krämer)

2021

  • Zhenli Liu (DA): Analysis on performance critical steps on machine learning framework and transfer to OpenCL

2019

  • Julio Barroeta Esteban (BA): User trajectory prediction by means of Recurrent Neural Networks (RNN)
  • Adrian Zinke (DA): Design eines Angle of Arrival basierten Positionierungssystem unter Nutzung kommerzieller integrierter Schaltungen

2018

  • Adrian Zinke (SA): Design eines phasenbasierten Positionierungssystems
  • Yibo Lu (MA): Analyse von Ansätzen des maschinellen Lernens für nahtlose Positionierung
  • Min Liu (SA): Analyse eines Intertial Navigation System für Android-Plattformen

2017

  • Yibo Lu (BA): Messung der Lokalisierungsqualitat für Wireless LAN mithilfe eines Environmental Scanners
  • Bo Zhang (MA): Vergleich verschiedener WLAN-Lokalisierungsalgorithmen
  • Jiaying Wang (SA): Design und Inbetriebnahme der Tags eines Bluetooth-Lokalisierungssystems
  • Jun Xu (MA): Analysis of Fingerprinting Approaches in Indoor Localization based on WLAN

2016

  • Yan Wu (DA): Design and Analysis of an Inertial Navigations System for Android-based Systems
  • Chen Chen (MA): Design and Analysis of Filters for People Tracking
  • Jun Xu (BA): Design and Analysis of a seamless Indoor and Outdoor Positioning System based on GPS and WLAN

2015

  • Huanyu Guan (MA): Design of an Indoor Localization System based on RSSI of WLAN

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Frank Bindrich
Last modified: Oct 09, 2024