TY - JOUR
T1 - Joint Use of Guard Capacity and Multiconnectivity for Improved Session Continuity in Millimeter-Wave 5G NR Systems
AU - Begishev, Vyacheslav
AU - Sopin, Eduard
AU - Moltchanov, Dmitri
AU - Kovalchukov, Roman
AU - Samuylov, Andrey
AU - Andreev, Sergey
AU - Koucheryavy, Yevgeni
AU - Samouylov, Konstantin
N1 - Funding Information:
Manuscript received November 3, 2020; revised February 10, 2021; accepted February 14, 2021. Date of publication February 24, 2021; date of current version April 2, 2021. This work was supported in part by Business Finland (Project 5G-FORCE) and by the Academy of Finland (Projects RADIANT and IDEA-MILL), in part by the RUDN University Strategic Academic Leadership Program (recipient Konstantin Samouylov, supervision, project administration), in part by RFBR, Project number 19-07-00933 (recipient Eduard Sopin, mathematical model development) and in part by Project 20-07-01064 (recipient Vyacheslav Begishev, visualization). The review of this article was coordinated by Dr. Ai-Chun Pang. (Corresponding author: Vyacheslav Begishev.) Vyacheslav Begishev and Andrey Samuylov are with the Peoples’ Friendship University of Russia (RUDN University), Moscow 117198, Russia (e-mail: begishev-vo@rudn.ru).
Publisher Copyright:
© 1967-2012 IEEE.
PY - 2021/3
Y1 - 2021/3
N2 - The intermittent nature of millimeter wave (mmWave) links caused by human-body blockage is an intrinsic property of the 5G New Radio (NR) technology that may cause drops of sessions already accepted for service. To improve the session continuity, multiconnectivity and guard capacity mechanisms have been proposed recently. Multiconnectivity enables dynamic handover between multiple pre-established spatially-diverse links, while guard capacity reserves a fraction of radio resources for the already accepted sessions by ensuring that they will have sufficient provisions in case of link blockage. In this study, we combine the tools of queuing theory and stochastic geometry to develop a mathematical framework for capturing the joint operation of these two schemes as well as the features of mmWave radio propagation. The metrics are related to user-and system-centric performance including the system resource utilization and the new and ongoing session drop probabilities. Our results show that multiconnectivity benefits all of the considered parameters. However, the range of performance boost remains limited by the deployment density and the maximum supported degree of multiconnectivity. In its turn, guard capacity allows to further decrease the ongoing session drop probability at the expense of the new session drop probability and the system resource utilization. When implemented jointly with multiconnectivity, guard capacity does not produce noticeable negative effects on the system resource utilization as compared to its standalone use. Hence, one may prefer a joint implementation of these mechanisms for preserving the session continuity of users without compromising the resource utilization.
AB - The intermittent nature of millimeter wave (mmWave) links caused by human-body blockage is an intrinsic property of the 5G New Radio (NR) technology that may cause drops of sessions already accepted for service. To improve the session continuity, multiconnectivity and guard capacity mechanisms have been proposed recently. Multiconnectivity enables dynamic handover between multiple pre-established spatially-diverse links, while guard capacity reserves a fraction of radio resources for the already accepted sessions by ensuring that they will have sufficient provisions in case of link blockage. In this study, we combine the tools of queuing theory and stochastic geometry to develop a mathematical framework for capturing the joint operation of these two schemes as well as the features of mmWave radio propagation. The metrics are related to user-and system-centric performance including the system resource utilization and the new and ongoing session drop probabilities. Our results show that multiconnectivity benefits all of the considered parameters. However, the range of performance boost remains limited by the deployment density and the maximum supported degree of multiconnectivity. In its turn, guard capacity allows to further decrease the ongoing session drop probability at the expense of the new session drop probability and the system resource utilization. When implemented jointly with multiconnectivity, guard capacity does not produce noticeable negative effects on the system resource utilization as compared to its standalone use. Hence, one may prefer a joint implementation of these mechanisms for preserving the session continuity of users without compromising the resource utilization.
KW - 5G cellular systems
KW - blockage mitigation
KW - guard capacity
KW - multiconnectivity
KW - new radio technology
KW - session continuity
U2 - 10.1109/TVT.2021.3061906
DO - 10.1109/TVT.2021.3061906
M3 - Article
AN - SCOPUS:85101736945
SN - 0018-9545
VL - 70
SP - 2657
EP - 2672
JO - IEEE Transactions on Vehicular Technology
JF - IEEE Transactions on Vehicular Technology
IS - 3
ER -