Current Staff Members

Dr.-Ing. Dominik Reinhard

Member of the Signal Processing Group at the Institute of Telecommunications, TU Darmstadt


work +49 6151 16-21347
fax +49 6151 16-21342

Work S3|06 251
Merckstraße 25
64283 Darmstadt

Office Hours: upon request

Dominik received his B.Sc. and M.Sc. degrees in Electrical Engineering and Information Technology from Technische Universität Darmstadt in October 2012 and April 2016 respectively. Since Mai 2016 he is a member of the Signal Processing Group. In August 2021 he received his doctoral degree and has since then been working as a Postdoctoral Research Fellow.


The focus of Dominik's research is on sequential analysis and joint detection and estimation. In sequential analysis one aims at performing statistical inference with a minimum average number of samples with guaranteed performance quality in terms of pre-defined statistical measures. Joint detection and estimation, on the other hand, deals with performing hypothesis testing and parameter estimation in a coupled manner as it naturally occurs in various applications. In radar, for example, one wishes to detect the presence of a target and in case a target is present to estimate its location or velocity. The core of Dominik's work is to develop procedures that solve the problem of joint detection and estimation in a sequential setup. Due to the reduced sample size, these procedures are faster than non-sequential methods. In addition, they provide error control on both, estimation accuracy and detection performance.

Ongoing Student Projects

Decoding Pet Health Prognostics: Interpretable Machine Learning Models for Enhanced Prediction Using Insurance Claims Data
Master Thesis

Completed Student Projects

Sequential Detection ATISSP seminar
Sequential Analysis: Theory and Application Proseminar
Sequential Detection for Radar-based Gait Analysis Projectseminar
Parametric Modelling for Radar-based Gait Analysis Bachelor Thesis


Advanced Topics in Statistical Signal Processing (SoSe 2017)

Digital Signal Processing (WiSe 2016/17, WiSe 2017/18, WiSe 18/2019, WiSe 2021/22, WiSe 2022/23)


Loading data from TUbiblio…

Error on loading data

An error has occured when loading publications data from TUbiblio. Please try again later.

  • {{ year }}

    • ({{,4) }}):
      {{ publication.title }}.
      {{ labels[publication.type]?labels[publication.type]:publication.type }}
    • […]

Number of items in this list: {{ publicationsList.length }}
Only the {{publicationsList.length}} latest publications are displayed here.

View complete list at TUbiblio View this list at TUbiblio