6 papers
Optimal Measurement Point Selection for Radio Environment Maps: A Two-Stage Approach
Bastian Perner, Friedemann Laue, Maximilian Lubke +1
Electromagnetic (EM) situational awareness is essential for the deployment and operation of local and temporary non-public networks (NPNs). Radio Environment Maps (REMs) provide an…
CRLB-Driven Beamforming and Power Allocation for Multi-BS Cooperative ISAC Networks
Yanpeng Su, Maximilian Lübke, Mengyu Zhang +1
This paper presents a Cramér-Rao lower bound (CRLB)-driven beamforming (BF) and power allocation (PA) framework for cooperative integrated sensing and communication (ISAC) networks…
Multi-Agent Reinforcement Learning for Base Station Placement in TDOA-Based Localization
Bastian Perner, Pratik Gajanan Raut, Maximilian Lübke +1
Accurate localization of devices is a key capability for emerging 5G and 6G networks and depends on effective base station (BS) placement. Conventional geometry-based approaches su…
Fundamental Sensing Limits of 6G Cooperative MIMO-ISAC Networks: Joint Position-Velocity CRLB and Decoupling Analysis
Yanpeng Su, Norman Franchi, Maximilian Lübke
This paper presents a Cramér-Rao lower bound (CRLB)-based performance bound analysis of cooperative multiple-input multiple-output (MIMO) integrated sensing and communications (ISA…
On the Feasibility of Passive Bistatic ISAC Based on Unmodified LoRa
Laurenz Taffner, Jonas Bönsch, Norman Franchi +1
Integrated Sensing and Communication (ISAC) enables sensing capabilities by reusing communication signals, making it particularly attractive for large-scale deployments through sig…
How connected cars could capture cloud dynamics -- first evidence from two simulation scenarios
Tobias Veihelmann, Philipp Reitz, Maximilian Lübke +1
The rapidly increasing share of fluctuating electricity from photovoltaics calls for accurate approaches to estimate cloud motion, the primary source for the varying power supply.…