Characterizing Resource Allocation Trade-Offs in 5G NR Serving Multicast and Unicast Traffic

The use of highly directional antenna radiation patterns for both the access point (AP) and the user equipment (UE) in the emerging millimeter-wave (mmWave)-based New Radio (NR) systems is inherently beneficial for unicast transmissions by providing an extension of the coverage range and eventually resulting in lower required NR AP densities. On the other hand, efficient resource utilization for serving multicast sessions demands narrower antenna directivities, which yields a trade-off between these two types of traffic that eventually affects the system deployment choices. In this work, with the tools from queuing theory and stochastic geometry, we develop an analytical framework capturing both the distance- and traffic-related aspects of the NR AP serving a mixture of multicast and unicast traffic. Our numerical results indicate that the service process of unicast sessions is severely compromised when (i) the fraction of unicast sessions is significant, (ii) the spatial session arrival intensity is high, or (iii) the service time of the multicast sessions is longer than that of the unicast sessions. To balance the multicast and unicast session drop probabilities, an explicit prioritization is required. Furthermore, for a given fraction of multicast sessions, lower antenna directivity at the NR AP characterized by a smaller NR AP inter-site distance (ISD) leads to a better performance in terms of multicast and unicast session drop probabilities. Aiming to increase the ISD, while also maintaining the drop probability at the target level, the serving of multicast sessions is possible over the unicast mechanisms, but it results in worse performance for the practical NR AP antenna configurations. However, this approach may become feasible as arrays with higher numbers of antenna elements begin to be available. Our developed mathematical framework can be employed to estimate the parameters of the NR AP when handling a mixture of multicast and unicast sessions as well as drive a lower bound on the density of the NR APs, which is needed to serve a certain mixture of multicast and unicast traffic types with their target performance requirements. © 2002-2012 IEEE.

Номер выпуска
5
Язык
Английский
Страницы
3421-3434
Статус
Опубликовано
Номер
9003488
Том
19
Год
2020
Организации
  • 1 Tampere University, Tampere, 33720, Finland
  • 2 Department of Applied Informatics and Probability Theory, Peoples' Friendship University of Russia (RUDN University), Moscow, 117198, Russian Federation
  • 3 Federal Research Center Computer Science and Control, Russian Academy of Sciences, Moscow, 119333, Russian Federation
Ключевые слова
5G mobile communication; directional multicasting; millimeter wave communication; multicast communication; resource management
Дата создания
02.11.2020
Дата изменения
17.02.2021
Постоянная ссылка
https://repository.rudn.ru/ru/records/article/record/64802/