Multi-Band mm-Wave Measurement Platform Towards Environment-Aware Beam Management

التفاصيل البيبلوغرافية
العنوان: Multi-Band mm-Wave Measurement Platform Towards Environment-Aware Beam Management
المؤلفون: Ichkov, Aleksandar, Schott, Aron, Beckmann, Niklas, Simić, Ljiljana
سنة النشر: 2024
المجموعة: Computer Science
مصطلحات موضوعية: Electrical Engineering and Systems Science - Signal Processing, Computer Science - Networking and Internet Architecture
الوصف: 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.
Comment: 2 pages, 1 figure
نوع الوثيقة: Working Paper
URL الوصول: http://arxiv.org/abs/2405.00714
رقم الأكسشن: edsarx.2405.00714
قاعدة البيانات: arXiv