RAN Slicing Performance Trade-offs: Timing versus Throughput Requirements
Abstract
The coexistence of diverse services with heterogeneous requirements is a fundamental feature of 5G. This necessitates efficient radio access network (RAN) slicing, defined as sharing of the wireless resources among diverse services while guaranteeing their respective throughput, timing, and/or reliability requirements. In this paper, we investigate RAN slicing for an uplink scenario in the form of multiple access schemes for two user types: (1) broadband users with throughput requirements and (2) intermittently active users with timing requirements, expressed as either latency-reliability (LR) or Peak Age of Information (PAoI). Broadband users transmit data continuously, hence, are allocated non-overlapping parts of the spectrum. We evaluate the trade-offs between the achievable throughput of a broadband user and the timing requirements of an intermittent user under Orthogonal Multiple Access (OMA) and Non-Orthogonal Multiple Access (NOMA), considering capture. Our analysis shows that NOMA, in combination with packet-level coding, is a superior strategy in most cases for both LR and PAoI, achieving a similar LR with only slight 2% decrease in throughput with respect to the upper bound in performance. However, there are extreme cases where OMA achieves a slightly greater throughput than NOMA at the expense of an increased PAoI.
Cite
@article{arxiv.2103.04092,
title = {RAN Slicing Performance Trade-offs: Timing versus Throughput Requirements},
author = {Federico Chiariotti and Israel Leyva-Mayorga and Čedomir Stefanović and Anders E. Kalør and Petar Popovski},
journal= {arXiv preprint arXiv:2103.04092},
year = {2021}
}
Comments
Submitted to IEEE Journal on Selected Areas in Communications