Channel-Aware Multi-User Resource Allocation for Ultra-Reliable Low-Latency Communications

Publikation: Beitrag in Buch/Konferenzbericht/Sammelband/GutachtenBeitrag in KonferenzbandBeigetragenBegutachtung

Abstract

Achieving high reliability in the presence of fading is particularly challenging under latency constraints, because the usual way of error mitigation by repetition becomes unfavorable. On the other hand, multi-connectivity does improve reliability without adding latency, but multiplies the required bandwidth per link and does not scale to a large number of users. There is hence a need for frequency diversity in a spectrum-efficient way. In this work, we investigate multi-user resource allocation schemes both without and with knowledge of each user's channel state. We evaluate the allocation-dependent reliability in terms of outage rate and outage duration based on simulations of automated guided vehicles in an industrial environment. To increase validity and ensure real-world correlation between vehicles, we draw channel states from high-resolution channel measurements at a factory floor. For channel-aware allocation, we propose a near-optimal low-complexity algorithm using different quality functions based on channel state preference lists. Since accurate channel information per user and resource incurs signaling overhead, we also evaluate the algorithm's sensitivity to the number and bandwidth of resources as well as to outdated channel information. In conclusion, channel-aware allocation offers significant reliability improvements over static allocation and emerges as a key enabler to realize ultra-reliable low-latency communications on a larger scale.

Details

OriginalspracheEnglisch
Titel2023 IEEE 34th Annual International Symposium on Personal, Indoor and Mobile Radio Communications
Herausgeber (Verlag)Institute of Electrical and Electronics Engineers (IEEE)
ISBN (elektronisch)978-1-6654-6483-3
ISBN (Print)978-1-6654-6484-0
PublikationsstatusVeröffentlicht - Okt. 2023
Peer-Review-StatusJa

Publikationsreihe

ReiheIEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)
ISSN2166-9570

Konferenz

Titel2023 IEEE 34th Annual International Symposium on Personal, Indoor and Mobile Radio Communications
KurztitelPIMRC 2023
Veranstaltungsnummer34
Dauer5 - 8 September 2023
Webseite
BekanntheitsgradInternationale Veranstaltung
OrtThe Westin Harbour Castle
StadtToronto
LandKanada

Schlagworte

ASJC Scopus Sachgebiete

Schlagwörter

  • Diversity, IIoT, Industrial Radio, Industry 4.0, Radio Resource Allocation, Reliability, Scheduling, URLLC