119 citations · 132 across the 7 of their papers we have counts for
9 papers
Distributed Multisensor ISAC
Reiner Thomä, Carsten Andrich, Michael Döbereiner +10
Integrated Sensing and Communications (ISAC) will become a service in future mobile communication networks. It enables the detection and recognition of passive objects and environm…
Performance Comparison of Joint Delay-Doppler Estimation Algorithms
Lorenz Mohr, Michael Döbereiner, Steffen Schieler +4
Integrated sensing and communications (ISAC), radar, and beamforming require real-time, high-resolution estimation algorithms to determine delay-Doppler values of specular paths wi…
Integrated Radio Sensing Capabilities for 6G Networks: AI/ML Perspective
Victor Shatov, Steffen Schieler, Charlotte Muth +11
The sixth-generation wireless communications (6G) is often labeled as "connected intelligence". Radio sensing, aligned with machine learning (ML) and artificial intelligence (AI),…
Measurement-based Evaluation of CNN-based Detection and Estimation for ISAC Systems
Steffen Schieler, Sebastian Semper, Christian Schneider +1
In wireless sensing applications, such as ISAC, one of the first crucial signal processing steps is the detection and estimation targets from a channel estimate. Effective algorith…
Wireless Propagation Parameter Estimation with Convolutional Neural Networks
Steffen Schieler, Sebastian Semper, Reiner Thomä
Wireless channel propagation parameter estimation forms the foundation of channel sounding, estimation, modeling, and sensing. This paper introduces a Deep Learning approach for jo…
Benchmarking CFAR and CNN-based Peak Detection Algorithms in ISAC under Hardware Impairments
Paolo Tosi, Steffen Schieler, Marcus Henninger +2
Peak detection is a fundamental task in radar and has therefore been studied extensively in radar literature. However, Integrated Sensing and Communication (ISAC) systems for sixth…
Estimating Multi-Modal Dense Multipath Components using Auto-Encoders
Steffen Schieler, Michael Döbereiner, Sebastian Semper +1
We present a maximum-likelihood estimation algorithm for radio channel measurements exhibiting a mixture of independent Dense Multipath Components. The novelty of our approach is i…
Measurement Testbed for Radar and Emitter Localization of UAV at 3.75 GHz
Julia Beuster, Carsten Andrich, Michael Döbereiner +4
This paper presents an experimental measurement platform for the research and development of unmanned aerial vehicles (UAVs) localization algorithms using radio emission and reflec…
Cooperative Passive Coherent Location: A Promising 5G Service to Support Road Safety
Reiner S. Thomä, Carsten Andrich, Giovanni Del Galdo +8
5G promises many new vertical service areas beyond simple communication and data transfer. We propose CPCL (cooperative passive coherent location), a distributed MIMO radar service…