activity
20222025
most citedMeasurement-based Evaluation of CNN-based Detection and Estimation for ISAC Systems

1 citations · 2 across the 7 of their papers we have counts for

collaborators

9 papers

eess.SP2025

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…

eess.SP2025

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…

eess.SP2025

Geometry-Based Drift Compensation for Distributed Channel Sounding Measurements in Dynamic Drone Scenarios

Lorenz Mohr, Marc Miranda, Sebastian Semper +5

Measured impulse responses obtained from a dynamic unmanned aerial vehicle (UAV) channel sounding system exhibit effects attributable to time-varying carrier frequency offset (CFO)…

eess.SP2025

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),…

eess.SP2025★ 1 cited

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…

eess.SP2025

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…

eess.SP2025

Joint Delay-Doppler Estimation using OFDMA Payloads for Integrated Sensing and Communications

Marc Miranda, Sebastian Semper, Christian Schneider +2

The use of future communication systems for sensing offers the potential for a number of new applications. In this paper, we show that leveraging user data payloads in multi-node O…

eess.SP2024

Newtonized Orthogonal Matching Pursuit for High-Resolution Target Detection in Sparse OFDM ISAC Systems

Syed Najaf Haider Shah, Sebastian Semper, Aamir Ullah Khan +2

Integrated Sensing and Communication (ISAC) is a technology paradigm that combines sensing capabilities with communication functionalities in a single device or system. In vehicle-…

eess.SP2022★ 1 cited

Grid-free Harmonic Retrieval and Model Order Selection using Deep Convolutional Neural Networks

Steffen Schieler, Sebastian Semper, Reza Faramarzahangari +3

Harmonic retrieval techniques are the foundation of radio channel sounding, estimation, and modeling. This paper introduces a Deep Learning approach for joint delay- and Doppler es…