Multi-Band mm-Wave Measurement Platform Towards Environment-Aware Beam Management
<|reference_start|>Multi-Band mm-Wave Measurement Platform Towards Environment-Aware Beam Management: Agile beam management is key for providing seamless millimeter wave (mm-wave) connectivity given the site-specific spatio-temporal variations of the mm-wave channel. Leveraging non radio frequency (RF) sensor inputs for environment awareness, e.g. via machine learning (ML) techniques, can greatly enhance RF-based beam steering. To overcome the lack of diverse publicly available multi-modal mm-wave datasets for the design and evaluation of such novel beam steering approaches, we demonstrate our software-defined radio multi-band mm-wave measurement platform which integrates multi-modal sensors towards environment-aware beam management.<|reference_end|>
@article{ichkov2024multi-band,
    title={Multi-Band mm-Wave Measurement Platform Towards Environment-Aware Beam
  Management},
    author={Aleksandar Ichkov, Aron Schott, Niklas Beckmann, Ljiljana Simi'c},
    journal={arXiv preprint arXiv:2405.00714},
    year={2024},
    archivePrefix={arXiv},
    eprint={2405.00714},
    primaryClass={eess.SP cs.NI}
}